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BibTeX records: Jiaming Song
@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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