BibTeX records: Jiaming Song

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@inproceedings{DBLP:conf/aaai/ChenXLYSY00W24,
  author       = {Jiayu Chen and
                  Zelai Xu and
                  Yunfei Li and
                  Chao Yu and
                  Jiaming Song and
                  Huazhong Yang and
                  Fei Fang and
                  Yu Wang and
                  Yi Wu},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with
                  Subgame Curriculum Learning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {11320--11328},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i10.29011},
  doi          = {10.1609/AAAI.V38I10.29011},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenXLYSY00W24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04099,
  author       = {Dejia Xu and
                  Ye Yuan and
                  Morteza Mardani and
                  Sifei Liu and
                  Jiaming Song and
                  Zhangyang Wang and
                  Arash Vahdat},
  title        = {{AGG:} Amortized Generative 3D Gaussians for Single Image to 3D},
  journal      = {CoRR},
  volume       = {abs/2401.04099},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.04099},
  doi          = {10.48550/ARXIV.2401.04099},
  eprinttype    = {arXiv},
  eprint       = {2401.04099},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-04099.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/SongWHJ23,
  author       = {Jiaming Song and
                  Xiaojuan Wang and
                  Mingshu He and
                  Lei Jin},
  title        = {{CSK-CNN:} Network Intrusion Detection Model Based on Two-Layer Convolution
                  Neural Network for Handling Imbalanced Dataset},
  journal      = {Inf.},
  volume       = {14},
  number       = {2},
  pages        = {130},
  year         = {2023},
  url          = {https://doi.org/10.3390/info14020130},
  doi          = {10.3390/INFO14020130},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/information/SongWHJ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/ShiYRDDSZLW23,
  author       = {Xiaoying Shi and
                  Zhiguang Yu and
                  Pengfei Ren and
                  Xin Dong and
                  Xuanxin Ding and
                  Jiaming Song and
                  Jing Zhang and
                  Taiwen Li and
                  Chenfei Wang},
  title        = {{HUSCH:} an integrated single-cell transcriptome atlas for human tissue
                  gene expression visualization and analyses},
  journal      = {Nucleic Acids Res.},
  volume       = {51},
  number       = {{D1}},
  pages        = {1029--1037},
  year         = {2023},
  url          = {https://doi.org/10.1093/nar/gkac1001},
  doi          = {10.1093/NAR/GKAC1001},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nar/ShiYRDDSZLW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WangVSL23,
  author       = {Xiaoli Wang and
                  Bharadwaj Veeravalli and
                  Jiaming Song and
                  Honghu Liu},
  title        = {On the Design and Evaluation of an Optimal Security-and-Time Cognizant
                  Data Placement for Dynamic Fog Environments},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {34},
  number       = {2},
  pages        = {489--500},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPDS.2022.3223796},
  doi          = {10.1109/TPDS.2022.3223796},
  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tpds/WangVSL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuYSNE23,
  author       = {Lantao Yu and
                  Tianhe Yu and
                  Jiaming Song and
                  Willie Neiswanger and
                  Stefano Ermon},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Offline Imitation Learning with Suboptimal Demonstrations via Relaxed
                  Distribution Matching},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {11016--11024},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i9.26305},
  doi          = {10.1609/AAAI.V37I9.26305},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YuYSNE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangSHC023,
  author       = {Qinsheng Zhang and
                  Jiaming Song and
                  Xun Huang and
                  Yongxin Chen and
                  Ming{-}Yu Liu},
  title        = {DiffCollage: Parallel Generation of Large Content with Diffusion Models},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {10188--10198},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00982},
  doi          = {10.1109/CVPR52729.2023.00982},
  timestamp    = {Tue, 29 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangSHC023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YeL0MBSTL23,
  author       = {Yufei Ye and
                  Xueting Li and
                  Abhinav Gupta and
                  Shalini De Mello and
                  Stan Birchfield and
                  Jiaming Song and
                  Shubham Tulsiani and
                  Sifei Liu},
  title        = {Affordance Diffusion: Synthesizing Hand-Object Interactions},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {22479--22489},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.02153},
  doi          = {10.1109/CVPR52729.2023.02153},
  timestamp    = {Tue, 29 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YeL0MBSTL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/0007S0VK23,
  author       = {Ye Yuan and
                  Jiaming Song and
                  Umar Iqbal and
                  Arash Vahdat and
                  Jan Kautz},
  title        = {PhysDiff: Physics-Guided Human Motion Diffusion Model},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {15964--15975},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01467},
  doi          = {10.1109/ICCV51070.2023.01467},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/0007S0VK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongVMK23,
  author       = {Jiaming Song and
                  Arash Vahdat and
                  Morteza Mardani and
                  Jan Kautz},
  title        = {Pseudoinverse-Guided Diffusion Models for Inverse Problems},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=9\_gsMA8MRKQ},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SongVMK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SuSME23,
  author       = {Xuan Su and
                  Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  title        = {Dual Diffusion Implicit Bridges for Image-to-Image Translation},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=5HLoTvVGDe},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SuSME23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaiLHSE23,
  author       = {Gengchen Mai and
                  Ni Lao and
                  Yutong He and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {{CSP:} Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual
                  Representations},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {23498--23515},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/mai23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MaiLHSE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongZYM0KCV23,
  author       = {Jiaming Song and
                  Qinsheng Zhang and
                  Hongxu Yin and
                  Morteza Mardani and
                  Ming{-}Yu Liu and
                  Jan Kautz and
                  Yongxin Chen and
                  Arash Vahdat},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {32483--32498},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/song23k.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SongZYM0KCV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OzturklerLEMSK23,
  author       = {Batu Ozturkler and
                  Chao Liu and
                  Benjamin Eckart and
                  Morteza Mardani and
                  Jiaming Song and
                  Jan Kautz},
  editor       = {Hayit Greenspan and
                  Anant Madabhushi and
                  Parvin Mousavi and
                  Septimiu Salcudean and
                  James Duncan and
                  Tanveer F. Syeda{-}Mahmood and
                  Russell H. Taylor},
  title        = {{SMRD:} SURE-Based Robust {MRI} Reconstruction with Diffusion Models},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2023 - 26th International Conference, Vancouver, BC, Canada, October
                  8-12, 2023, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14222},
  pages        = {199--209},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43898-1\_20},
  doi          = {10.1007/978-3-031-43898-1\_20},
  timestamp    = {Thu, 05 Oct 2023 18:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/OzturklerLEMSK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/MengSLZELLK23,
  author       = {Chenlin Meng and
                  Jiaming Song and
                  Shuang Li and
                  Jun{-}Yan Zhu and
                  Stefano Ermon and
                  Tsung{-}Yi Lin and
                  Chen{-}Hsuan Lin and
                  Karsten Kreis},
  editor       = {Erik Brunvand},
  title        = {{SIGGRAPH} 2023 Course on Diffusion Models},
  booktitle    = {{ACM} {SIGGRAPH} 2023 Courses, {SIGGRAPH} 2023, Los Angeles, CA, USA,
                  August 6-10, 2023},
  pages        = {7:1--7:113},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3587423.3595503},
  doi          = {10.1145/3587423.3595503},
  timestamp    = {Fri, 28 Jul 2023 12:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/siggraph/MengSLZELLK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07400,
  author       = {Jae Hyun Lim and
                  Nikola B. Kovachki and
                  Ricardo Baptista and
                  Christopher Beckham and
                  Kamyar Azizzadenesheli and
                  Jean Kossaifi and
                  Vikram Voleti and
                  Jiaming Song and
                  Karsten Kreis and
                  Jan Kautz and
                  Christopher Pal and
                  Arash Vahdat and
                  Anima Anandkumar},
  title        = {Score-based Diffusion Models in Function Space},
  journal      = {CoRR},
  volume       = {abs/2302.07400},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.07400},
  doi          = {10.48550/ARXIV.2302.07400},
  eprinttype    = {arXiv},
  eprint       = {2302.07400},
  timestamp    = {Mon, 20 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-07400.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02569,
  author       = {Lantao Yu and
                  Tianhe Yu and
                  Jiaming Song and
                  Willie Neiswanger and
                  Stefano Ermon},
  title        = {Offline Imitation Learning with Suboptimal Demonstrations via Relaxed
                  Distribution Matching},
  journal      = {CoRR},
  volume       = {abs/2303.02569},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.02569},
  doi          = {10.48550/ARXIV.2303.02569},
  eprinttype    = {arXiv},
  eprint       = {2303.02569},
  timestamp    = {Tue, 14 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-02569.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12538,
  author       = {Yufei Ye and
                  Xueting Li and
                  Abhinav Gupta and
                  Shalini De Mello and
                  Stan Birchfield and
                  Jiaming Song and
                  Shubham Tulsiani and
                  Sifei Liu},
  title        = {Affordance Diffusion: Synthesizing Hand-Object Interactions},
  journal      = {CoRR},
  volume       = {abs/2303.12538},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.12538},
  doi          = {10.48550/ARXIV.2303.12538},
  eprinttype    = {arXiv},
  eprint       = {2303.12538},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-12538.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14897,
  author       = {Xianfan Gu and
                  Chuan Wen and
                  Jiaming Song and
                  Yang Gao},
  title        = {Seer: Language Instructed Video Prediction with Latent Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2303.14897},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.14897},
  doi          = {10.48550/ARXIV.2303.14897},
  eprinttype    = {arXiv},
  eprint       = {2303.14897},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-14897.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17076,
  author       = {Qinsheng Zhang and
                  Jiaming Song and
                  Xun Huang and
                  Yongxin Chen and
                  Ming{-}Yu Liu},
  title        = {DiffCollage: Parallel Generation of Large Content with Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2303.17076},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.17076},
  doi          = {10.48550/ARXIV.2303.17076},
  eprinttype    = {arXiv},
  eprint       = {2303.17076},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-17076.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01118,
  author       = {Gengchen Mai and
                  Ni Lao and
                  Yutong He and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {{CSP:} Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual
                  Representations},
  journal      = {CoRR},
  volume       = {abs/2305.01118},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.01118},
  doi          = {10.48550/ARXIV.2305.01118},
  eprinttype    = {arXiv},
  eprint       = {2305.01118},
  timestamp    = {Fri, 05 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-01118.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04391,
  author       = {Morteza Mardani and
                  Jiaming Song and
                  Jan Kautz and
                  Arash Vahdat},
  title        = {A Variational Perspective on Solving Inverse Problems with Diffusion
                  Models},
  journal      = {CoRR},
  volume       = {abs/2305.04391},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.04391},
  doi          = {10.48550/ARXIV.2305.04391},
  eprinttype    = {arXiv},
  eprint       = {2305.04391},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-04391.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17624,
  author       = {Gengchen Mai and
                  Yao Xuan and
                  Wenyun Zuo and
                  Yutong He and
                  Jiaming Song and
                  Stefano Ermon and
                  Krzysztof Janowicz and
                  Ni Lao},
  title        = {Sphere2Vec: {A} General-Purpose Location Representation Learning over
                  a Spherical Surface for Large-Scale Geospatial Predictions},
  journal      = {CoRR},
  volume       = {abs/2306.17624},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.17624},
  doi          = {10.48550/ARXIV.2306.17624},
  eprinttype    = {arXiv},
  eprint       = {2306.17624},
  timestamp    = {Mon, 03 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-17624.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02157,
  author       = {Qinsheng Zhang and
                  Jiaming Song and
                  Yongxin Chen},
  title        = {Improved Order Analysis and Design of Exponential Integrator for Diffusion
                  Models Sampling},
  journal      = {CoRR},
  volume       = {abs/2308.02157},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.02157},
  doi          = {10.48550/ARXIV.2308.02157},
  eprinttype    = {arXiv},
  eprint       = {2308.02157},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-02157.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00413,
  author       = {Gengchen Mai and
                  Ni Lao and
                  Weiwei Sun and
                  Yuchi Ma and
                  Jiaming Song and
                  Chenlin Meng and
                  Hongxu Ma and
                  Jinmeng Rao and
                  Ziyuan Li and
                  Stefano Ermon},
  title        = {{SSIF:} Learning Continuous Image Representation for Spatial-Spectral
                  Super-Resolution},
  journal      = {CoRR},
  volume       = {abs/2310.00413},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.00413},
  doi          = {10.48550/ARXIV.2310.00413},
  eprinttype    = {arXiv},
  eprint       = {2310.00413},
  timestamp    = {Wed, 18 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-00413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01799,
  author       = {Batu Ozturkler and
                  Chao Liu and
                  Benjamin Eckart and
                  Morteza Mardani and
                  Jiaming Song and
                  Jan Kautz},
  title        = {{SMRD:} SURE-based Robust {MRI} Reconstruction with Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2310.01799},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01799},
  doi          = {10.48550/ARXIV.2310.01799},
  eprinttype    = {arXiv},
  eprint       = {2310.01799},
  timestamp    = {Thu, 26 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01799.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04796,
  author       = {Jiayu Chen and
                  Zelai Xu and
                  Yunfei Li and
                  Chao Yu and
                  Jiaming Song and
                  Huazhong Yang and
                  Fei Fang and
                  Yu Wang and
                  Yi Wu},
  title        = {Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with
                  Subgame Curriculum Learning},
  journal      = {CoRR},
  volume       = {abs/2310.04796},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.04796},
  doi          = {10.48550/ARXIV.2310.04796},
  eprinttype    = {arXiv},
  eprint       = {2310.04796},
  timestamp    = {Wed, 07 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-04796.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02139,
  author       = {Ali Hatamizadeh and
                  Jiaming Song and
                  Guilin Liu and
                  Jan Kautz and
                  Arash Vahdat},
  title        = {DiffiT: Diffusion Vision Transformers for Image Generation},
  journal      = {CoRR},
  volume       = {abs/2312.02139},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.02139},
  doi          = {10.48550/ARXIV.2312.02139},
  eprinttype    = {arXiv},
  eprint       = {2312.02139},
  timestamp    = {Tue, 12 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-02139.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengLNSBLE22,
  author       = {Chenlin Meng and
                  Enci Liu and
                  Willie Neiswanger and
                  Jiaming Song and
                  Marshall Burke and
                  David B. Lobell and
                  Stefano Ermon},
  title        = {IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based
                  Importance Sampling},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {12034--12042},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i11.21462},
  doi          = {10.1609/AAAI.V36I11.21462},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MengLNSBLE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DaiDSHWQHSWGSYZ22,
  author       = {Jason Jinquan Dai and
                  Ding Ding and
                  Dongjie Shi and
                  Shengsheng Huang and
                  Jiao Wang and
                  Xin Qiu and
                  Kai Huang and
                  Guoqiong Song and
                  Yang Wang and
                  Qiyuan Gong and
                  Jiaming Song and
                  Shan Yu and
                  Le Zheng and
                  Yina Chen and
                  Junwei Deng and
                  Ge Song},
  title        = {BigDL 2.0: Seamless Scaling of {AI} Pipelines from Laptops to Distributed
                  Cluster},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {21407--21414},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.02076},
  doi          = {10.1109/CVPR52688.2022.02076},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/DaiDSHWQHSWGSYZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MengHSSWZE22,
  author       = {Chenlin Meng and
                  Yutong He and
                  Yang Song and
                  Jiaming Song and
                  Jiajun Wu and
                  Jun{-}Yan Zhu and
                  Stefano Ermon},
  title        = {SDEdit: Guided Image Synthesis and Editing with Stochastic Differential
                  Equations},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=aBsCjcPu\_tE},
  timestamp    = {Wed, 22 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iclr/MengHSSWZE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoSHPSE22,
  author       = {Shengjia Zhao and
                  Abhishek Sinha and
                  Yutong He and
                  Aidan Perreault and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Comparing Distributions by Measuring Differences that Affect Decision
                  Making},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=KB5onONJIAU},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ZhaoSHPSE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongYNE22,
  author       = {Jiaming Song and
                  Lantao Yu and
                  Willie Neiswanger and
                  Stefano Ermon},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {A General Recipe for Likelihood-free Bayesian Optimization},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {20384--20404},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/song22b.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SongYNE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/SinhaSGE22,
  author       = {Samarth Sinha and
                  Jiaming Song and
                  Animesh Garg and
                  Stefano Ermon},
  editor       = {Roya Firoozi and
                  Negar Mehr and
                  Esen Yel and
                  Rika Antonova and
                  Jeannette Bohg and
                  Mac Schwager and
                  Mykel J. Kochenderfer},
  title        = {Experience Replay with Likelihood-free Importance Weights},
  booktitle    = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June
                  2022, Stanford University, Stanford, CA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {168},
  pages        = {110--123},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v168/sinha22a.html},
  timestamp    = {Fri, 20 May 2022 14:36:40 +0200},
  biburl       = {https://dblp.org/rec/conf/l4dc/SinhaSGE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargVKSE22,
  author       = {Divyansh Garg and
                  Skanda Vaidyanath and
                  Kuno Kim and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {{LISA:} Learning Interpretable Skill Abstractions from Language},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/883105b282fe15275991b411e6b200c5-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GargVKSE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawarEES22,
  author       = {Bahjat Kawar and
                  Michael Elad and
                  Stefano Ermon and
                  Jiaming Song},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Denoising Diffusion Restoration Models},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/95504595b6169131b6ed6cd72eb05616-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KawarEES22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengCSE22,
  author       = {Chenlin Meng and
                  Kristy Choi and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Concrete Score Matching: Generalized Score Matching for Discrete Data},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/df04a35d907e894d59d4eab1f92bc87b-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MengCSE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11793,
  author       = {Bahjat Kawar and
                  Michael Elad and
                  Stefano Ermon and
                  Jiaming Song},
  title        = {Denoising Diffusion Restoration Models},
  journal      = {CoRR},
  volume       = {abs/2201.11793},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.11793},
  eprinttype    = {arXiv},
  eprint       = {2201.11793},
  timestamp    = {Wed, 02 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-11793.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00054,
  author       = {Divyansh Garg and
                  Skanda Vaidyanath and
                  Kuno Kim and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {{LISA:} Learning Interpretable Skill Abstractions from Language},
  journal      = {CoRR},
  volume       = {abs/2203.00054},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.00054},
  doi          = {10.48550/ARXIV.2203.00054},
  eprinttype    = {arXiv},
  eprint       = {2203.00054},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-00054.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08382,
  author       = {Xuan Su and
                  Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  title        = {Dual Diffusion Implicit Bridges for Image-to-Image Translation},
  journal      = {CoRR},
  volume       = {abs/2203.08382},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.08382},
  doi          = {10.48550/ARXIV.2203.08382},
  eprinttype    = {arXiv},
  eprint       = {2203.08382},
  timestamp    = {Mon, 28 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-08382.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01715,
  author       = {Jason Jinquan Dai and
                  Ding Ding and
                  Dongjie Shi and
                  Shengsheng Huang and
                  Jiao Wang and
                  Xin Qiu and
                  Kai Huang and
                  Guoqiong Song and
                  Yang Wang and
                  Qiyuan Gong and
                  Jiaming Song and
                  Shan Yu and
                  Le Zheng and
                  Yina Chen and
                  Junwei Deng and
                  Ge Song},
  title        = {BigDL 2.0: Seamless Scaling of {AI} Pipelines from Laptops to Distributed
                  Cluster},
  journal      = {CoRR},
  volume       = {abs/2204.01715},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.01715},
  doi          = {10.48550/ARXIV.2204.01715},
  eprinttype    = {arXiv},
  eprint       = {2204.01715},
  timestamp    = {Wed, 06 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-01715.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13035,
  author       = {Jiaming Song and
                  Lantao Yu and
                  Willie Neiswanger and
                  Stefano Ermon},
  title        = {A General Recipe for Likelihood-free Bayesian Optimization},
  journal      = {CoRR},
  volume       = {abs/2206.13035},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.13035},
  doi          = {10.48550/ARXIV.2206.13035},
  eprinttype    = {arXiv},
  eprint       = {2206.13035},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-13035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11888,
  author       = {Bahjat Kawar and
                  Jiaming Song and
                  Stefano Ermon and
                  Michael Elad},
  title        = {{JPEG} Artifact Correction using Denoising Diffusion Restoration Models},
  journal      = {CoRR},
  volume       = {abs/2209.11888},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.11888},
  doi          = {10.48550/ARXIV.2209.11888},
  eprinttype    = {arXiv},
  eprint       = {2209.11888},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-11888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00802,
  author       = {Chenlin Meng and
                  Kristy Choi and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Concrete Score Matching: Generalized Score Matching for Discrete Data},
  journal      = {CoRR},
  volume       = {abs/2211.00802},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.00802},
  doi          = {10.48550/ARXIV.2211.00802},
  eprinttype    = {arXiv},
  eprint       = {2211.00802},
  timestamp    = {Fri, 04 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-00802.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01324,
  author       = {Yogesh Balaji and
                  Seungjun Nah and
                  Xun Huang and
                  Arash Vahdat and
                  Jiaming Song and
                  Karsten Kreis and
                  Miika Aittala and
                  Timo Aila and
                  Samuli Laine and
                  Bryan Catanzaro and
                  Tero Karras and
                  Ming{-}Yu Liu},
  title        = {eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert
                  Denoisers},
  journal      = {CoRR},
  volume       = {abs/2211.01324},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.01324},
  doi          = {10.48550/ARXIV.2211.01324},
  eprinttype    = {arXiv},
  eprint       = {2211.01324},
  timestamp    = {Wed, 09 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-01324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02500,
  author       = {Ye Yuan and
                  Jiaming Song and
                  Umar Iqbal and
                  Arash Vahdat and
                  Jan Kautz},
  title        = {PhysDiff: Physics-Guided Human Motion Diffusion Model},
  journal      = {CoRR},
  volume       = {abs/2212.02500},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.02500},
  doi          = {10.48550/ARXIV.2212.02500},
  eprinttype    = {arXiv},
  eprint       = {2212.02500},
  timestamp    = {Wed, 13 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-02500.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Song21b,
  author       = {Jiaming Song},
  title        = {Compression, generation, and inference via supervised learning},
  school       = {Stanford University, {USA}},
  year         = {2021},
  url          = {https://searchworks.stanford.edu/view/13971000},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Song21b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangVS21,
  author       = {Xiaoli Wang and
                  Bharadwaj Veeravalli and
                  Jiaming Song},
  title        = {Multi-Installment Scheduling for Large-Scale Workload Computation
                  with Result Retrieval},
  journal      = {Neurocomputing},
  volume       = {458},
  pages        = {579--591},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neucom.2020.03.124},
  doi          = {10.1016/J.NEUCOM.2020.03.124},
  timestamp    = {Fri, 03 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/WangVS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MengS0ZE21,
  author       = {Chenlin Meng and
                  Jiaming Song and
                  Yang Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Improved Autoregressive Modeling with Distribution Smoothing},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=rJA5Pz7lHKb},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/MengS0ZE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SinhaASUJE21,
  author       = {Abhishek Sinha and
                  Kumar Ayush and
                  Jiaming Song and
                  Burak Uzkent and
                  Hongxia Jin and
                  Stefano Ermon},
  title        = {Negative Data Augmentation},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=Ovp8dvB8IBH},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SinhaASUJE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongME21,
  author       = {Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  title        = {Denoising Diffusion Implicit Models},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=St1giarCHLP},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SongME21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargCCSE21,
  author       = {Divyansh Garg and
                  Shuvam Chakraborty and
                  Chris Cundy and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {IQ-Learn: Inverse soft-Q Learning for Imitation},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {4028--4039},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/210f760a89db30aa72ca258a3483cc7f-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GargCCSE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimJSSSE21,
  author       = {Kuno Kim and
                  Akshat Jindal and
                  Yang Song and
                  Jiaming Song and
                  Yanan Sui and
                  Stefano Ermon},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Imitation with Neural Density Models},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {5360--5372},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/2b0aa0d9e30ea3a55fc271ced8364536-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/KimJSSSE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZXMYSWW21,
  author       = {Jiayu Chen and
                  Yuanxin Zhang and
                  Yuanfan Xu and
                  Huimin Ma and
                  Huazhong Yang and
                  Jiaming Song and
                  Yu Wang and
                  Yi Wu},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Variational Automatic Curriculum Learning for Sparse-Reward Cooperative
                  Multi-Agent Problems},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {9681--9693},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/503e7dbbd6217b9a591f3322f39b5a6c-Abstract.html},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenZXMYSWW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinhaSME21,
  author       = {Abhishek Sinha and
                  Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {{D2C:} Diffusion-Decoding Models for Few-Shot Conditional Generation},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {12533--12548},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/682e0e796084e163c5ca053dd8573b0c-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SinhaSME21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuSSE21,
  author       = {Lantao Yu and
                  Jiaming Song and
                  Yang Song and
                  Stefano Ermon},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Pseudo-Spherical Contrastive Divergence},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {22348--22362},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/bc5fcb0018cecacba559dc512740091b-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/YuSSE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TashiroSSE21,
  author       = {Yusuke Tashiro and
                  Jiaming Song and
                  Yang Song and
                  Stefano Ermon},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {{CSDI:} Conditional Score-based Diffusion Models for Probabilistic
                  Time Series Imputation},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {24804--24816},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/cfe8504bda37b575c70ee1a8276f3486-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/TashiroSSE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05113,
  author       = {Abhishek Sinha and
                  Kumar Ayush and
                  Jiaming Song and
                  Burak Uzkent and
                  Hongxia Jin and
                  Stefano Ermon},
  title        = {Negative Data Augmentation},
  journal      = {CoRR},
  volume       = {abs/2102.05113},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.05113},
  eprinttype    = {arXiv},
  eprint       = {2102.05113},
  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-05113.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15089,
  author       = {Chenlin Meng and
                  Jiaming Song and
                  Yang Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Improved Autoregressive Modeling with Distribution Smoothing},
  journal      = {CoRR},
  volume       = {abs/2103.15089},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.15089},
  eprinttype    = {arXiv},
  eprint       = {2103.15089},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-15089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06819,
  author       = {Abhishek Sinha and
                  Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  title        = {{D2C:} Diffusion-Denoising Models for Few-shot Conditional Generation},
  journal      = {CoRR},
  volume       = {abs/2106.06819},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.06819},
  eprinttype    = {arXiv},
  eprint       = {2106.06819},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-06819.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12142,
  author       = {Divyansh Garg and
                  Shuvam Chakraborty and
                  Chris Cundy and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {IQ-Learn: Inverse soft-Q Learning for Imitation},
  journal      = {CoRR},
  volume       = {abs/2106.12142},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.12142},
  eprinttype    = {arXiv},
  eprint       = {2106.12142},
  timestamp    = {Wed, 30 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-12142.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03502,
  author       = {Yusuke Tashiro and
                  Jiaming Song and
                  Yang Song and
                  Stefano Ermon},
  title        = {{CSDI:} Conditional Score-based Diffusion Models for Probabilistic
                  Time Series Imputation},
  journal      = {CoRR},
  volume       = {abs/2107.03502},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.03502},
  eprinttype    = {arXiv},
  eprint       = {2107.03502},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-03502.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01073,
  author       = {Chenlin Meng and
                  Yang Song and
                  Jiaming Song and
                  Jiajun Wu and
                  Jun{-}Yan Zhu and
                  Stefano Ermon},
  title        = {SDEdit: Image Synthesis and Editing with Stochastic Differential Equations},
  journal      = {CoRR},
  volume       = {abs/2108.01073},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.01073},
  eprinttype    = {arXiv},
  eprint       = {2108.01073},
  timestamp    = {Thu, 12 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-01073.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00780,
  author       = {Lantao Yu and
                  Jiaming Song and
                  Yang Song and
                  Stefano Ermon},
  title        = {Pseudo-Spherical Contrastive Divergence},
  journal      = {CoRR},
  volume       = {abs/2111.00780},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.00780},
  eprinttype    = {arXiv},
  eprint       = {2111.00780},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-00780.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04613,
  author       = {Jiayu Chen and
                  Yuanxin Zhang and
                  Yuanfan Xu and
                  Huimin Ma and
                  Huazhong Yang and
                  Jiaming Song and
                  Yu Wang and
                  Yi Wu},
  title        = {Variational Automatic Curriculum Learning for Sparse-Reward Cooperative
                  Multi-Agent Problems},
  journal      = {CoRR},
  volume       = {abs/2111.04613},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.04613},
  eprinttype    = {arXiv},
  eprint       = {2111.04613},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-04613.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09126,
  author       = {Chenlin Meng and
                  Enci Liu and
                  Willie Neiswanger and
                  Jiaming Song and
                  Marshall Burke and
                  David B. Lobell and
                  Stefano Ermon},
  title        = {{IS-COUNT:} Large-scale Object Counting from Satellite Images with
                  Covariate-based Importance Sampling},
  journal      = {CoRR},
  volume       = {abs/2112.09126},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.09126},
  eprinttype    = {arXiv},
  eprint       = {2112.09126},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-09126.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MengSSE20,
  author       = {Chenlin Meng and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Gaussianization Flows},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {4336--4345},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/meng20b.html},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MengSSE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NiuSSZGE20,
  author       = {Chenhao Niu and
                  Yang Song and
                  Jiaming Song and
                  Shengjia Zhao and
                  Aditya Grover and
                  Stefano Ermon},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Permutation Invariant Graph Generation via Score-Based Generative
                  Modeling},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {4474--4484},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/niu20a.html},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/NiuSSZGE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GruverSKE20,
  author       = {Nate Gruver and
                  Jiaming Song and
                  Mykel J. Kochenderfer and
                  Stefano Ermon},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Bo An and
                  Neil Yorke{-}Smith},
  title        = {Multi-agent Adversarial Inverse Reinforcement Learning with Latent
                  Variables},
  booktitle    = {Proceedings of the 19th International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
                  2020},
  pages        = {1855--1857},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems},
  year         = {2020},
  url          = {https://dl.acm.org/doi/10.5555/3398761.3399005},
  doi          = {10.5555/3398761.3399005},
  timestamp    = {Tue, 26 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/GruverSKE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SongDAM20,
  author       = {Jiaming Song and
                  Yann N. Dauphin and
                  Michael Auli and
                  Tengyu Ma},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {Robust and On-the-Fly Dataset Denoising for Image Classification},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {XXIX}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12374},
  pages        = {556--572},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58526-6\_33},
  doi          = {10.1007/978-3-030-58526-6\_33},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/SongDAM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccchina/FanGSLZ20,
  author       = {Dian Fan and
                  Gan Guo and
                  Jiaming Song and
                  Lanfei Li and
                  Yue Zhu},
  title        = {{DOA} Estimation for Arbitrarily Distributed Subarrays in {UAV} Swarm},
  booktitle    = {9th {IEEE/CIC} International Conference on Communications in China,
                  {ICCC} 2020, Chongqing, China, August 9-11, 2020},
  pages        = {794--799},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICCC49849.2020.9238865},
  doi          = {10.1109/ICCC49849.2020.9238865},
  timestamp    = {Wed, 01 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccchina/FanGSLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongE20,
  author       = {Jiaming Song and
                  Stefano Ermon},
  title        = {Understanding the Limitations of Variational Mutual Information Estimators},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=B1x62TNtDS},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SongE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuZSSE20,
  author       = {Yilun Xu and
                  Shengjia Zhao and
                  Jiaming Song and
                  Russell Stewart and
                  Stefano Ermon},
  title        = {A Theory of Usable Information under Computational Constraints},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=r1eBeyHFDH},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/XuZSSE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGSZE20,
  author       = {Kuno Kim and
                  Yihong Gu and
                  Jiaming Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Domain Adaptive Imitation Learning},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {5286--5295},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/kim20c.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KimGSZE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongE20,
  author       = {Jiaming Song and
                  Stefano Ermon},
  title        = {Bridging the Gap Between f-GANs and Wasserstein GANs},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {9078--9087},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/song20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SongE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yu0SE20,
  author       = {Lantao Yu and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Training Deep Energy-Based Models with f-Divergence Minimization},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {10957--10967},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/yu20g.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Yu0SE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KuckCTLSSE20,
  author       = {Jonathan Kuck and
                  Shuvam Chakraborty and
                  Hao Tang and
                  Rachel Luo and
                  Jiaming Song and
                  Ashish Sabharwal and
                  Stefano Ermon},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Belief Propagation Neural Networks},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/07217414eb3fbe24d4e5b6cafb91ca18-Abstract.html},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KuckCTLSSE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengY0SE20,
  author       = {Chenlin Meng and
                  Lantao Yu and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Autoregressive Score Matching},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/4a4526b1ec301744aba9526d78fcb2a6-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MengY0SE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongE20,
  author       = {Jiaming Song and
                  Stefano Ermon},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Multi-label Contrastive Predictive Coding},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/5cd5058bca53951ffa7801bcdf421651-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SongE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10689,
  author       = {Yilun Xu and
                  Shengjia Zhao and
                  Jiaming Song and
                  Russell Stewart and
                  Stefano Ermon},
  title        = {A Theory of Usable Information Under Computational Constraints},
  journal      = {CoRR},
  volume       = {abs/2002.10689},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.10689},
  eprinttype    = {arXiv},
  eprint       = {2002.10689},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-10689.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00638,
  author       = {Chenhao Niu and
                  Yang Song and
                  Jiaming Song and
                  Shengjia Zhao and
                  Aditya Grover and
                  Stefano Ermon},
  title        = {Permutation Invariant Graph Generation via Score-Based Generative
                  Modeling},
  journal      = {CoRR},
  volume       = {abs/2003.00638},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.00638},
  eprinttype    = {arXiv},
  eprint       = {2003.00638},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00638.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01941,
  author       = {Chenlin Meng and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Gaussianization Flows},
  journal      = {CoRR},
  volume       = {abs/2003.01941},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.01941},
  eprinttype    = {arXiv},
  eprint       = {2003.01941},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-01941.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03463,
  author       = {Lantao Yu and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Training Deep Energy-Based Models with f-Divergence Minimization},
  journal      = {CoRR},
  volume       = {abs/2003.03463},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.03463},
  eprinttype    = {arXiv},
  eprint       = {2003.03463},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-03463.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10647,
  author       = {Jiaming Song and
                  Lunjia Hu and
                  Yann N. Dauphin and
                  Michael Auli and
                  Tengyu Ma},
  title        = {Robust and On-the-fly Dataset Denoising for Image Classification},
  journal      = {CoRR},
  volume       = {abs/2003.10647},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.10647},
  eprinttype    = {arXiv},
  eprint       = {2003.10647},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-10647.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13169,
  author       = {Samarth Sinha and
                  Jiaming Song and
                  Animesh Garg and
                  Stefano Ermon},
  title        = {Experience Replay with Likelihood-free Importance Weights},
  journal      = {CoRR},
  volume       = {abs/2006.13169},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.13169},
  eprinttype    = {arXiv},
  eprint       = {2006.13169},
  timestamp    = {Wed, 01 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00295,
  author       = {Jonathan Kuck and
                  Shuvam Chakraborty and
                  Hao Tang and
                  Rachel Luo and
                  Jiaming Song and
                  Ashish Sabharwal and
                  Stefano Ermon},
  title        = {Belief Propagation Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2007.00295},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.00295},
  eprinttype    = {arXiv},
  eprint       = {2007.00295},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-00295.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09852,
  author       = {Jiaming Song and
                  Stefano Ermon},
  title        = {Multi-label Contrastive Predictive Coding},
  journal      = {CoRR},
  volume       = {abs/2007.09852},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.09852},
  eprinttype    = {arXiv},
  eprint       = {2007.09852},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-09852.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09643,
  author       = {Rachel Luo and
                  Shengjia Zhao and
                  Jiaming Song and
                  Jonathan Kuck and
                  Stefano Ermon and
                  Silvio Savarese},
  title        = {Privacy Preserving Recalibration under Domain Shift},
  journal      = {CoRR},
  volume       = {abs/2008.09643},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.09643},
  eprinttype    = {arXiv},
  eprint       = {2008.09643},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-09643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02502,
  author       = {Jiaming Song and
                  Chenlin Meng and
                  Stefano Ermon},
  title        = {Denoising Diffusion Implicit Models},
  journal      = {CoRR},
  volume       = {abs/2010.02502},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.02502},
  eprinttype    = {arXiv},
  eprint       = {2010.02502},
  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-02502.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09808,
  author       = {Kuno Kim and
                  Akshat Jindal and
                  Yang Song and
                  Jiaming Song and
                  Yanan Sui and
                  Stefano Ermon},
  title        = {Imitation with Neural Density Models},
  journal      = {CoRR},
  volume       = {abs/2010.09808},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.09808},
  eprinttype    = {arXiv},
  eprint       = {2010.09808},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-09808.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12810,
  author       = {Chenlin Meng and
                  Lantao Yu and
                  Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Autoregressive Score Matching},
  journal      = {CoRR},
  volume       = {abs/2010.12810},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.12810},
  eprinttype    = {arXiv},
  eprint       = {2010.12810},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-12810.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoSE19,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {InfoVAE: Balancing Learning and Inference in Variational Autoencoders},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {5885--5892},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33015885},
  doi          = {10.1609/AAAI.V33I01.33015885},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhaoSE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SongKGZE19,
  author       = {Jiaming Song and
                  Pratyusha Kalluri and
                  Aditya Grover and
                  Shengjia Zhao and
                  Stefano Ermon},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Learning Controllable Fair Representations},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {2164--2173},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/song19a.html},
  timestamp    = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SongKGZE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/SongSW19,
  author       = {Jiaming Song and
                  Xiaobo Song and
                  Xiaoli Wang},
  title        = {A New Scheduling Model for Tire Production and Transportation Among
                  Distributed Factories},
  booktitle    = {15th International Conference on Computational Intelligence and Security,
                  {CIS} 2019, Macao, SAR, China, December 13-16, 2019},
  pages        = {50--53},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/CIS.2019.00019},
  doi          = {10.1109/CIS.2019.00019},
  timestamp    = {Wed, 18 Mar 2020 18:15:29 +0100},
  biburl       = {https://dblp.org/rec/conf/cis/SongSW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ZhangZ0SF019,
  author       = {Xiaowang Zhang and
                  Mingyue Zhang and
                  Peng Peng and
                  Jiaming Song and
                  Zhiyong Feng and
                  Lei Zou},
  editor       = {Guoliang Li and
                  Jun Yang and
                  Jo{\~{a}}o Gama and
                  Juggapong Natwichai and
                  Yongxin Tong},
  title        = {A Scalable Sparse Matrix-Based Join for {SPARQL} Query Processing},
  booktitle    = {Database Systems for Advanced Applications - 24th International Conference,
                  {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
                  Part III, and {DASFAA} 2019 International Workshops: BDMS, BDQM, and
                  GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11448},
  pages        = {510--514},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18590-9\_77},
  doi          = {10.1007/978-3-030-18590-9\_77},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/ZhangZ0SF019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GroverSKTAHE19,
  author       = {Aditya Grover and
                  Jiaming Song and
                  Ashish Kapoor and
                  Kenneth Tran and
                  Alekh Agarwal and
                  Eric Horvitz and
                  Stefano Ermon},
  title        = {Bias Correction of Learned Generative Models via Likelihood-free Importance
                  Weighting},
  booktitle    = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
                  New Orleans, Louisiana, United States, May 6, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=SJe0ELLKuE},
  timestamp    = {Thu, 25 Jul 2019 16:26:32 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/GroverSKTAHE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalikKSNSE19,
  author       = {Ali Malik and
                  Volodymyr Kuleshov and
                  Jiaming Song and
                  Danny Nemer and
                  Harlan Seymour and
                  Stefano Ermon},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Calibrated Model-Based Deep Reinforcement Learning},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {4314--4323},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/malik19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MalikKSNSE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuSE19,
  author       = {Lantao Yu and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Multi-Agent Adversarial Inverse Reinforcement Learning},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {7194--7201},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/yu19e.html},
  timestamp    = {Tue, 11 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YuSE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GroverSKTAHE19,
  author       = {Aditya Grover and
                  Jiaming Song and
                  Ashish Kapoor and
                  Kenneth Tran and
                  Alekh Agarwal and
                  Eric Horvitz and
                  Stefano Ermon},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Bias Correction of Learned Generative Models using Likelihood-Free
                  Importance Weighting},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {11056--11068},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/d76d8deea9c19cc9aaf2237d2bf2f785-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GroverSKTAHE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08312,
  author       = {Ali Malik and
                  Volodymyr Kuleshov and
                  Jiaming Song and
                  Danny Nemer and
                  Harlan Seymour and
                  Stefano Ermon},
  title        = {Calibrated Model-Based Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1906.08312},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.08312},
  eprinttype    = {arXiv},
  eprint       = {1906.08312},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-08312.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09531,
  author       = {Aditya Grover and
                  Jiaming Song and
                  Alekh Agarwal and
                  Kenneth Tran and
                  Ashish Kapoor and
                  Eric Horvitz and
                  Stefano Ermon},
  title        = {Bias Correction of Learned Generative Models using Likelihood-Free
                  Importance Weighting},
  journal      = {CoRR},
  volume       = {abs/1906.09531},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.09531},
  eprinttype    = {arXiv},
  eprint       = {1906.09531},
  timestamp    = {Fri, 28 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-09531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13220,
  author       = {Lantao Yu and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Multi-Agent Adversarial Inverse Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1907.13220},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.13220},
  eprinttype    = {arXiv},
  eprint       = {1907.13220},
  timestamp    = {Fri, 02 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-13220.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00105,
  author       = {Kuno Kim and
                  Yihong Gu and
                  Jiaming Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Cross Domain Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/1910.00105},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.00105},
  eprinttype    = {arXiv},
  eprint       = {1910.00105},
  timestamp    = {Tue, 12 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-00105.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06222,
  author       = {Jiaming Song and
                  Stefano Ermon},
  title        = {Understanding the Limitations of Variational Mutual Information Estimators},
  journal      = {CoRR},
  volume       = {abs/1910.06222},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.06222},
  eprinttype    = {arXiv},
  eprint       = {1910.06222},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-06222.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09115,
  author       = {Jiaming Song and
                  Yang Song and
                  Stefano Ermon},
  title        = {Unsupervised Out-of-Distribution Detection with Batch Normalization},
  journal      = {CoRR},
  volume       = {abs/1910.09115},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09115},
  eprinttype    = {arXiv},
  eprint       = {1910.09115},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09115.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09779,
  author       = {Jiaming Song and
                  Stefano Ermon},
  title        = {Bridging the Gap Between {\textdollar}f{\textdollar}-GANs and Wasserstein
                  GANs},
  journal      = {CoRR},
  volume       = {abs/1910.09779},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09779},
  eprinttype    = {arXiv},
  eprint       = {1910.09779},
  timestamp    = {Fri, 25 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09779.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/RenSSKE18,
  author       = {Hongyu Ren and
                  Russell Stewart and
                  Jiaming Song and
                  Volodymyr Kuleshov and
                  Stefano Ermon},
  title        = {Learning with Weak Supervision from Physics and Data-Driven Constraints},
  journal      = {{AI} Mag.},
  volume       = {39},
  number       = {1},
  pages        = {27--38},
  year         = {2018},
  url          = {https://doi.org/10.1609/aimag.v39i1.2776},
  doi          = {10.1609/AIMAG.V39I1.2776},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/RenSSKE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwet/SongWJY18,
  author       = {Jiaming Song and
                  Xiaojuan Wang and
                  Lei Jin and
                  Jingwen You},
  title        = {Malicious behaviour classification in web logs based on an improved
                  Xgboost algorithm},
  journal      = {Int. J. Web Eng. Technol.},
  volume       = {13},
  number       = {4},
  pages        = {334--362},
  year         = {2018},
  url          = {https://doi.org/10.1504/IJWET.2018.097560},
  doi          = {10.1504/IJWET.2018.097560},
  timestamp    = {Fri, 22 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijwet/SongWJY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hucc/WangSG18,
  author       = {Sheng Wang and
                  Jiaming Song and
                  Ruixu Guo},
  editor       = {Yong Tang and
                  Qiaohong Zu and
                  Jos{\'{e}} G. Rodr{\'{\i}}guez Garc{\'{\i}}a},
  title        = {Char-Level Neural Network for Network Anomaly Behavior Detection},
  booktitle    = {Human Centered Computing - 4th International Conference, {HCC} 2018,
                  M{\'{e}}rida, Mexico, December, 5-7, 2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11354},
  pages        = {60--68},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-15127-0\_6},
  doi          = {10.1007/978-3-030-15127-0\_6},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/hucc/WangSG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongRSE18,
  author       = {Jiaming Song and
                  Hongyu Ren and
                  Dorsa Sadigh and
                  Stefano Ermon},
  title        = {Multi-Agent Generative Adversarial Imitation Learning},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=rJNJIU1vf},
  timestamp    = {Thu, 04 Apr 2019 13:20:09 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SongRSE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongSE18,
  author       = {Yang Song and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Accelerating Natural Gradient with Higher-Order Invariance},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {4720--4729},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/song18a.html},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SongSE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RenSSKE18,
  author       = {Hongyu Ren and
                  Russell Stewart and
                  Jiaming Song and
                  Volodymyr Kuleshov and
                  Stefano Ermon},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Adversarial Constraint Learning for Structured Prediction},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {2637--2643},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/366},
  doi          = {10.24963/IJCAI.2018/366},
  timestamp    = {Tue, 20 Aug 2019 16:19:08 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RenSSKE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongRSE18,
  author       = {Jiaming Song and
                  Hongyu Ren and
                  Dorsa Sadigh and
                  Stefano Ermon},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Multi-Agent Generative Adversarial Imitation Learning},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {7472--7483},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/240c945bb72980130446fc2b40fbb8e0-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SongRSE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoRYSGE18,
  author       = {Shengjia Zhao and
                  Hongyu Ren and
                  Arianna Yuan and
                  Jiaming Song and
                  Noah D. Goodman and
                  Stefano Ermon},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Bias and Generalization in Deep Generative Models: An Empirical Study},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {10815--10824},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/5317b6799188715d5e00a638a4278901-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhaoRYSGE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoSE18,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {A Lagrangian Perspective on Latent Variable Generative Models},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {1031--1041},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/361.pdf},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/ZhaoSE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SongZPF018,
  author       = {Jiaming Song and
                  Xiaowang Zhang and
                  Peng Peng and
                  Zhiyong Feng and
                  Lei Zou},
  editor       = {Pierre{-}Antoine Champin and
                  Fabien Gandon and
                  Mounia Lalmas and
                  Panagiotis G. Ipeirotis},
  title        = {MapSQ: {A} Plugin-based MapReduce Framework for {SPARQL} Queries on
                  {GPU}},
  booktitle    = {Companion of the The Web Conference 2018 on The Web Conference 2018,
                  {WWW} 2018, Lyon , France, April 23-27, 2018},
  pages        = {81--82},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3184558.3186939},
  doi          = {10.1145/3184558.3186939},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/SongZPF018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05566,
  author       = {Jiaming Song and
                  Yuhuai Wu},
  title        = {An Empirical Analysis of Proximal Policy Optimization with Kronecker-factored
                  Natural Gradients},
  journal      = {CoRR},
  volume       = {abs/1801.05566},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.05566},
  eprinttype    = {arXiv},
  eprint       = {1801.05566},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-05566.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10561,
  author       = {Hongyu Ren and
                  Russell Stewart and
                  Jiaming Song and
                  Volodymyr Kuleshov and
                  Stefano Ermon},
  title        = {Adversarial Constraint Learning for Structured Prediction},
  journal      = {CoRR},
  volume       = {abs/1805.10561},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.10561},
  eprinttype    = {arXiv},
  eprint       = {1805.10561},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-10561.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06514,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {The Information Autoencoding Family: {A} Lagrangian Perspective on
                  Latent Variable Generative Models},
  journal      = {CoRR},
  volume       = {abs/1806.06514},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.06514},
  eprinttype    = {arXiv},
  eprint       = {1806.06514},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-06514.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07691,
  author       = {Xiaowang Zhang and
                  Mingyue Zhang and
                  Peng Peng and
                  Jiaming Song and
                  Zhiyong Feng and
                  Lei Zou},
  title        = {gSMat: {A} Scalable Sparse Matrix-based Join for {SPARQL} Query Processing},
  journal      = {CoRR},
  volume       = {abs/1807.07691},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.07691},
  eprinttype    = {arXiv},
  eprint       = {1807.07691},
  timestamp    = {Sun, 22 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-07691.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09936,
  author       = {Jiaming Song and
                  Hongyu Ren and
                  Dorsa Sadigh and
                  Stefano Ermon},
  title        = {Multi-Agent Generative Adversarial Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/1807.09936},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.09936},
  eprinttype    = {arXiv},
  eprint       = {1807.09936},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-09936.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03259,
  author       = {Shengjia Zhao and
                  Hongyu Ren and
                  Arianna Yuan and
                  Jiaming Song and
                  Noah D. Goodman and
                  Stefano Ermon},
  title        = {Bias and Generalization in Deep Generative Models: An Empirical Study},
  journal      = {CoRR},
  volume       = {abs/1811.03259},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.03259},
  eprinttype    = {arXiv},
  eprint       = {1811.03259},
  timestamp    = {Fri, 28 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-03259.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04218,
  author       = {Jiaming Song and
                  Pratyusha Kalluri and
                  Aditya Grover and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Learning Controllable Fair Representations},
  journal      = {CoRR},
  volume       = {abs/1812.04218},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.04218},
  eprinttype    = {arXiv},
  eprint       = {1812.04218},
  timestamp    = {Tue, 01 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-04218.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/FengMSZFZ17,
  author       = {Jiaying Feng and
                  Chenhong Meng and
                  Jiaming Song and
                  Xiaowang Zhang and
                  Zhiyong Feng and
                  Lei Zou},
  editor       = {George Karypis and
                  Jia Zhang},
  title        = {{SPARQL} Query Parallel Processing: {A} Survey},
  booktitle    = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017,
                  Honolulu, HI, USA, June 25-30, 2017},
  pages        = {444--451},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigDataCongress.2017.65},
  doi          = {10.1109/BIGDATACONGRESS.2017.65},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdata/FengMSZFZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongZE17,
  author       = {Jiaming Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {Generative Adversarial Learning of Markov Chains},
  booktitle    = {5th International Conference on Learning Representations, {ICLR} 2017,
                  Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2017},
  url          = {https://openreview.net/forum?id=S1L-hCNtl},
  timestamp    = {Thu, 04 Apr 2019 13:20:08 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SongZE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoSE17,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Learning Hierarchical Features from Deep Generative Models},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {4091--4099},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/zhao17c.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhaoSE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSE17,
  author       = {Yunzhu Li and
                  Jiaming Song and
                  Stefano Ermon},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {3812--3822},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/2cd4e8a2ce081c3d7c32c3cde4312ef7-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiSE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongZE17,
  author       = {Jiaming Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {{A-NICE-MC:} Adversarial Training for {MCMC}},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {5140--5150},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/2417dc8af8570f274e6775d4d60496da-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SongZE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Learning Hierarchical Features from Generative Models},
  journal      = {CoRR},
  volume       = {abs/1702.08396},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08396},
  eprinttype    = {arXiv},
  eprint       = {1702.08396},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhaoSE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17a,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Towards Deeper Understanding of Variational Autoencoding Models},
  journal      = {CoRR},
  volume       = {abs/1702.08658},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08658},
  eprinttype    = {arXiv},
  eprint       = {1702.08658},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhaoSE17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongSZE17,
  author       = {Jiaming Song and
                  Russell Stewart and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {On the Limits of Learning Representations with Label-Based Supervision},
  journal      = {CoRR},
  volume       = {abs/1703.02156},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.02156},
  eprinttype    = {arXiv},
  eprint       = {1703.02156},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SongSZE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiSE17,
  author       = {Yunzhu Li and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {Inferring The Latent Structure of Human Decision-Making from Raw Visual
                  Inputs},
  journal      = {CoRR},
  volume       = {abs/1703.08840},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.08840},
  eprinttype    = {arXiv},
  eprint       = {1703.08840},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiSE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17b,
  author       = {Shengjia Zhao and
                  Jiaming Song and
                  Stefano Ermon},
  title        = {InfoVAE: Information Maximizing Variational Autoencoders},
  journal      = {CoRR},
  volume       = {abs/1706.02262},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.02262},
  eprinttype    = {arXiv},
  eprint       = {1706.02262},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhaoSE17b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongZE17,
  author       = {Jiaming Song and
                  Shengjia Zhao and
                  Stefano Ermon},
  title        = {{A-NICE-MC:} Adversarial Training for {MCMC}},
  journal      = {CoRR},
  volume       = {abs/1706.07561},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.07561},
  eprinttype    = {arXiv},
  eprint       = {1706.07561},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SongZE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenCZSZ16,
  author       = {Bei Chen and
                  Ning Chen and
                  Jun Zhu and
                  Jiaming Song and
                  Bo Zhang},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Discriminative Nonparametric Latent Feature Relational Models with
                  Data Augmentation},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1153--1159},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10162},
  doi          = {10.1609/AAAI.V30I1.10162},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenCZSZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccse2/LvSWLC16,
  author       = {Tianqi Lv and
                  Jiaming Song and
                  Xiaojuan Wang and
                  Nianhao Liu and
                  Mo Chen},
  title        = {Online-offline consistency exploration based on the alternating direction
                  method of multipliers},
  booktitle    = {11th International Conference on Computer Science {\&} Education,
                  {ICCSE} 2016, Nagoya, Japan, August 23-25, 2016},
  pages        = {617--620},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICCSE.2016.7581651},
  doi          = {10.1109/ICCSE.2016.7581651},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/iccse2/LvSWLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongGC16,
  author       = {Jiaming Song and
                  Zhe Gan and
                  Lawrence Carin},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Factored Temporal Sigmoid Belief Networks for Sequence Learning},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {1272--1281},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/songa16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SongGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuSC16,
  author       = {Jun Zhu and
                  Jiaming Song and
                  Bei Chen},
  title        = {Max-Margin Nonparametric Latent Feature Models for Link Prediction},
  journal      = {CoRR},
  volume       = {abs/1602.07428},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.07428},
  eprinttype    = {arXiv},
  eprint       = {1602.07428},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhuSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongGC16,
  author       = {Jiaming Song and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Factored Temporal Sigmoid Belief Networks for Sequence Learning},
  journal      = {CoRR},
  volume       = {abs/1605.06715},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.06715},
  eprinttype    = {arXiv},
  eprint       = {1605.06715},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SongGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenCZSZ15,
  author       = {Bei Chen and
                  Ning Chen and
                  Jun Zhu and
                  Jiaming Song and
                  Bo Zhang},
  title        = {Discriminative Nonparametric Latent Feature Relational Models with
                  Data Augmentation},
  journal      = {CoRR},
  volume       = {abs/1512.02016},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.02016},
  eprinttype    = {arXiv},
  eprint       = {1512.02016},
  timestamp    = {Wed, 22 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChenCZSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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