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2020 – today
- 2025
[j25]Ziyang Leng
, Jiawei Yang, Zhicheng Ren, Bolei Zhou:
BEVCon: Advancing Bird's Eye View Perception With Contrastive Learning. IEEE Robotics Autom. Lett. 10(4): 3158-3165 (2025)- [i125]Zhizheng Liu, Joe Lin, Wayne Wu, Bolei Zhou:
Joint Optimization for 4D Human-Scene Reconstruction in the Wild. CoRR abs/2501.02158 (2025) - [i124]Ziyang Xie, Zhizheng Liu, Zhenghao Peng, Wayne Wu, Bolei Zhou:
Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation. CoRR abs/2501.06693 (2025) - [i123]Weizhen Wang, Chenda Duan, Zhenghao Peng, Yuxin Liu, Bolei Zhou:
Embodied Scene Understanding for Vision Language Models via MetaVQA. CoRR abs/2501.09167 (2025) - [i122]Zhenghao Peng, Wenjie Mo, Chenda Duan, Quanyi Li, Bolei Zhou:
Learning from Active Human Involvement through Proxy Value Propagation. CoRR abs/2502.03369 (2025) - [i121]Zhenghao Peng, Zhizheng Liu, Bolei Zhou:
Data-Efficient Learning from Human Interventions for Mobile Robots. CoRR abs/2503.04969 (2025) - 2024
- [j24]Shuzhen Luo, Menghan Jiang, Sainan Zhang, Junxi Zhu, Shuangyue Yu, Israel Dominguez Silva, Tian Wang, Elliott J. Rouse, Bolei Zhou, Hyunwoo Yuk, Xianlian Zhou, Hao Su:
Experiment-free exoskeleton assistance via learning in simulation. Nat. 630(8016): 353-359 (2024) - [j23]Jiapeng Zhu, Yujun Shen, Yinghao Xu, Deli Zhao, Qifeng Chen, Bolei Zhou:
In-Domain GAN Inversion for Faithful Reconstruction and Editability. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2607-2621 (2024) - [j22]Jianyuan Wang, Lalit Bhagat, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou:
Spatial Steerability of GANs via Self-Supervision from Discriminator. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9493-9507 (2024) - [j21]Alexander Swerdlow, Runsheng Xu, Bolei Zhou:
Street-View Image Generation From a Bird's-Eye View Layout. IEEE Robotics Autom. Lett. 9(4): 3578-3585 (2024) - [j20]Shengchao Liu, Chengpeng Wang, Jiarui Lu, Weili Nie, Hanchen Wang, Zhuoxinran Li, Bolei Zhou, Jian Tang:
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled. Trans. Mach. Learn. Res. 2024 (2024) - [c89]Yinghao Xu, Wang Yifan, Alexander W. Bergman, Menglei Chai, Bolei Zhou, Gordon Wetzstein:
Efficient 3D Articulated Human Generation with Layered Surface Volumes. 3DV 2024: 268-279 - [c88]Qihang Zhang, Chaoyang Wang, Aliaksandr Siarohin, Peiye Zhuang, Yinghao Xu, Ceyuan Yang, Dahua Lin, Bolei Zhou, Sergey Tulyakov, Hsin-Ying Lee:
Towards Text-guided 3D Scene Composition. CVPR 2024: 6829-6838 - [c87]Qihang Zhang, Yinghao Xu, Yujun Shen, Bo Dai, Bolei Zhou, Ceyuan Yang:
BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation. CVPR 2024: 6839-6849 - [c86]Sicheng Mo, Fangzhou Mu, Kuan Heng Lin, Yanli Liu, Bochen Guan, Yin Li, Bolei Zhou:
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition. CVPR 2024: 7465-7475 - [c85]Kuan Heng Lin, Sicheng Mo, Ben Klingher, Fangzhou Mu, Bolei Zhou:
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance. NeurIPS 2024 - [c84]Brandon McMahan, Zhenghao Mark Peng, Bolei Zhou, Jonathan C. Kao:
Shared Autonomy with IDA: Interventional Diffusion Assistance. NeurIPS 2024 - [c83]Yunsong Zhou, Michael Simon, Zhenghao Mark Peng, Sicheng Mo, Hongzi Zhu, Minyi Guo, Bolei Zhou:
SimGen: Simulator-conditioned Driving Scene Generation. NeurIPS 2024 - [i120]Shengchao Liu, Chengpeng Wang, Jiarui Lu, Weili Nie, Hanchen Wang, Zhuoxinran Li, Bolei Zhou, Jian Tang:
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled. CoRR abs/2401.17123 (2024) - [i119]Pan He, Quanyi Li, Xiaoyong Yuan, Bolei Zhou:
A Holistic Framework Towards Vision-based Traffic Signal Control with Microscopic Simulation. CoRR abs/2403.06884 (2024) - [i118]Junge Zhang, Qihang Zhang, Li Zhang, Ramana Rao Kompella, Gaowen Liu, Bolei Zhou:
Urban Scene Diffusion through Semantic Occupancy Map. CoRR abs/2403.11697 (2024) - [i117]Qihang Zhang, Yinghao Xu, Chaoyang Wang, Hsin-Ying Lee, Gordon Wetzstein, Bolei Zhou, Ceyuan Yang:
3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting. CoRR abs/2405.18424 (2024) - [i116]Kuan Heng Lin, Sicheng Mo, Ben Klingher, Fangzhou Mu, Bolei Zhou:
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance. CoRR abs/2406.07540 (2024) - [i115]Yunsong Zhou, Michael Simon, Zhenghao Peng, Sicheng Mo, Hongzi Zhu, Minyi Guo, Bolei Zhou:
SimGen: Simulator-conditioned Driving Scene Generation. CoRR abs/2406.09386 (2024) - [i114]Wayne Wu, Honglin He, Yiran Wang, Chenda Duan, Jack He, Zhizheng Liu, Quanyi Li, Bolei Zhou:
MetaUrban: A Simulation Platform for Embodied AI in Urban Spaces. CoRR abs/2407.08725 (2024) - [i113]Seth Z. Zhao, Hao Xiang, Chenfeng Xu, Xin Xia, Bolei Zhou, Jiaqi Ma:
CooPre: Cooperative Pretraining for V2X Cooperative Perception. CoRR abs/2408.11241 (2024) - [i112]Brandon McMahan, Zhenghao Peng, Bolei Zhou, Jonathan C. Kao:
Shared Autonomy with IDA: Interventional Diffusion Assistance. CoRR abs/2409.15317 (2024) - [i111]Zhizheng Liu, Joe Lin, Wayne Wu, Bolei Zhou:
Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels. CoRR abs/2410.07500 (2024) - [i110]Cheng-Fu Yang, Da Yin, Wenbo Hu, Nanyun Peng, Bolei Zhou, Kai-Wei Chang:
Verbalized Representation Learning for Interpretable Few-Shot Generalization. CoRR abs/2411.18651 (2024) - [i109]Zewei Zhou, Hao Xiang, Zhaoliang Zheng, Seth Z. Zhao, Mingyue Lei, Yun Zhang, Tianhui Cai, Xinyi Liu, Johnson Liu, Maheswari Bajji, Jacob Pham, Xin Xia, Zhiyu Huang, Bolei Zhou, Jiaqi Ma:
V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction. CoRR abs/2412.01812 (2024) - [i108]Yiran Wang, Chenshu Liu, Yunfan Li, Sanae Amani, Bolei Zhou, Lin F. Yang:
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning. CoRR abs/2412.03767 (2024) - 2023
- [j19]Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang:
GAN Inversion: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3121-3138 (2023) - [j18]Quanyi Li, Zhenghao Peng, Lan Feng, Qihang Zhang, Zhenghai Xue, Bolei Zhou:
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3461-3475 (2023) - [j17]Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou:
GH-Feat: Learning Versatile Generative Hierarchical Features From GANs. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7395-7411 (2023) - [j16]Yuanqi Du, Xian Liu, Nilay Mahesh Shah, Shengchao Liu, Jieyu Zhang, Bolei Zhou:
ChemSpacE: Interpretable and Interactive Chemical Space Exploration. Trans. Mach. Learn. Res. 2023 (2023) - [c82]Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou:
CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. CoRL 2023: 2357-2372 - [c81]Yinghao Xu, Menglei Chai, Zifan Shi, Sida Peng, Ivan Skorokhodov, Aliaksandr Siarohin, Ceyuan Yang, Yujun Shen, Hsin-Ying Lee, Bolei Zhou, Sergey Tulyakov:
DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis. CVPR 2023: 4402-4412 - [c80]Runsheng Xu, Xin Xia, Jinlong Li, Hanzhao Li, Shuo Zhang, Zhengzhong Tu, Zonglin Meng, Hao Xiang, Xiaoyu Dong, Rui Song, Hongkai Yu, Bolei Zhou, Jiaqi Ma:
V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception. CVPR 2023: 13712-13722 - [c79]Ceyuan Yang, Yujun Shen, Zhiyi Zhang, Yinghao Xu, Jiapeng Zhu, Zhirong Wu, Bolei Zhou:
One-Shot Generative Domain Adaptation. ICCV 2023: 7699-7708 - [c78]Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou:
Guarded Policy Optimization with Imperfect Online Demonstrations. ICLR 2023 - [c77]Qihang Zhang, Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou:
Towards Smooth Video Composition. ICLR 2023 - [c76]Lan Feng, Quanyi Li, Zhenghao Peng, Shuhan Tan, Bolei Zhou:
TrafficGen: Learning to Generate Diverse and Realistic Traffic Scenarios. ICRA 2023: 3567-3575 - [c75]Hao Xiang, Runsheng Xu, Xin Xia, Zhaoliang Zheng, Bolei Zhou, Jiaqi Ma:
V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception. ICRA 2023: 3584-3591 - [c74]Quanyi Li, Zhenghao Mark Peng, Lan Feng, Zhizheng Liu, Chenda Duan, Wenjie Mo, Bolei Zhou:
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling. NeurIPS 2023 - [c73]Zhenghao Mark Peng, Wenjie Mo, Chenda Duan, Quanyi Li, Bolei Zhou:
Learning from Active Human Involvement through Proxy Value Propagation. NeurIPS 2023 - [i107]Alexander Swerdlow, Runsheng Xu, Bolei Zhou:
Street-View Image Generation from a Bird's-Eye View Layout. CoRR abs/2301.04634 (2023) - [i106]Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou:
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs. CoRR abs/2301.05315 (2023) - [i105]Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou:
Spatial Steerability of GANs via Self-Supervision from Discriminator. CoRR abs/2301.08455 (2023) - [i104]Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou:
Guarded Policy Optimization with Imperfect Online Demonstrations. CoRR abs/2303.01728 (2023) - [i103]Runsheng Xu, Xin Xia, Jinlong Li, Hanzhao Li, Shuo Zhang, Zhengzhong Tu, Zonglin Meng, Hao Xiang, Xiaoyu Dong, Rui Song, Hongkai Yu, Bolei Zhou, Jiaqi Ma:
V2V4Real: A Real-world Large-scale Dataset for Vehicle-to-Vehicle Cooperative Perception. CoRR abs/2303.07601 (2023) - [i102]Quanyi Li, Zhenghao Peng, Lan Feng, Zhizheng Liu, Chenda Duan, Wenjie Mo, Bolei Zhou:
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling. CoRR abs/2306.12241 (2023) - [i101]Xiang 'Anthony' Chen, Jeff Burke, Ruofei Du, Matthew K. Hong, Jennifer Jacobs, Philippe Laban, Dingzeyu Li, Nanyun Peng, Karl D. D. Willis, Chien-Sheng Wu, Bolei Zhou:
Next Steps for Human-Centered Generative AI: A Technical Perspective. CoRR abs/2306.15774 (2023) - [i100]Yinghao Xu, Wang Yifan, Alexander W. Bergman, Menglei Chai, Bolei Zhou, Gordon Wetzstein:
Efficient 3D Articulated Human Generation with Layered Surface Volumes. CoRR abs/2307.05462 (2023) - [i99]Haoyue Bai, Ceyuan Yang, Yinghao Xu, S.-H. Gary Chan, Bolei Zhou:
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation. CoRR abs/2307.12219 (2023) - [i98]Jiapeng Zhu, Yujun Shen, Yinghao Xu, Deli Zhao, Qifeng Chen, Bolei Zhou:
In-Domain GAN Inversion for Faithful Reconstruction and Editability. CoRR abs/2309.13956 (2023) - [i97]Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou:
CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. CoRR abs/2310.12432 (2023) - [i96]Qihang Zhang, Yinghao Xu, Yujun Shen, Bo Dai, Bolei Zhou, Ceyuan Yang:
BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation. CoRR abs/2312.02136 (2023) - [i95]Sicheng Mo, Fangzhou Mu, Kuan Heng Lin, Yanli Liu, Bochen Guan, Yin Li, Bolei Zhou:
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition. CoRR abs/2312.07536 (2023) - [i94]Qihang Zhang, Chaoyang Wang, Aliaksandr Siarohin, Peiye Zhuang, Yinghao Xu, Ceyuan Yang, Dahua Lin, Bolei Zhou, Sergey Tulyakov, Hsin-Ying Lee:
SceneWiz3D: Towards Text-guided 3D Scene Composition. CoRR abs/2312.08885 (2023) - 2022
- [j15]Jiapeng Zhu, Deli Zhao, Bo Zhang, Bolei Zhou:
Disentangled Inference for GANs With Latently Invertible Autoencoder. Int. J. Comput. Vis. 130(5): 1259-1276 (2022) - [j14]Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou:
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2004-2018 (2022) - [j13]Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg:
PlaTe: Visually-Grounded Planning With Transformers in Procedural Tasks. IEEE Robotics Autom. Lett. 7(2): 4924-4930 (2022) - [c72]Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang, Bolei Zhou, Hang Zhao:
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations. AAAI 2022: 1500-1508 - [c71]Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou:
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing. AAAI 2022: 1801-1809 - [c70]Runsheng Xu, Zhengzhong Tu, Hao Xiang, Wei Shao, Bolei Zhou, Jiaqi Ma:
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers. CoRL 2022: 989-1000 - [c69]Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin:
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition. CVPR 2022: 2949-2958 - [c68]Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, Bolei Zhou:
Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation. CVPR 2022: 10452-10462 - [c67]Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou:
Improving GAN Equilibrium by Raising Spatial Awareness. CVPR 2022: 11275-11283 - [c66]Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou:
3D-aware Image Synthesis via Learning Structural and Textural Representations. CVPR 2022: 18409-18418 - [c65]Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou:
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation. ECCV (37) 2022: 106-125 - [c64]Qihang Zhang, Zhenghao Peng, Bolei Zhou:
Learning to Drive by Watching YouTube Videos: Action-Conditioned Contrastive Policy Pretraining. ECCV (26) 2022: 111-128 - [c63]Quanyi Li, Zhenghao Peng, Bolei Zhou:
Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization. ICLR 2022 - [c62]Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao, Bolei Zhou, Hang Zhao:
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection. IJCAI 2022: 827-833 - [c61]Quanyi Li, Zhenghao Peng, Haibin Wu, Lan Feng, Bolei Zhou:
Human-AI Shared Control via Policy Dissection. NeurIPS 2022 - [c60]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. NeurIPS 2022 - [c59]Ceyuan Yang, Yujun Shen, Yinghao Xu, Deli Zhao, Bo Dai, Bolei Zhou:
Improving GANs with A Dynamic Discriminator. NeurIPS 2022 - [i93]Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao, Bolei Zhou, Hang Zhao:
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection. CoRR abs/2201.06493 (2022) - [i92]Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou:
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation. CoRR abs/2201.07786 (2022) - [i91]Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou:
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing. CoRR abs/2202.06406 (2022) - [i90]Quanyi Li, Zhenghao Peng, Bolei Zhou:
Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization. CoRR abs/2202.10341 (2022) - [i89]Jiankai Sun, Bolei Zhou, Michael J. Black, Arjun Chandrasekaran:
LocATe: End-to-end Localization of Actions in 3D with Transformers. CoRR abs/2203.10719 (2022) - [i88]Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, Bolei Zhou:
Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation. CoRR abs/2203.13161 (2022) - [i87]Qihang Zhang, Zhenghao Peng, Bolei Zhou:
Action-Conditioned Contrastive Policy Pretraining. CoRR abs/2204.02393 (2022) - [i86]Quanyi Li, Zhenghao Peng, Haibin Wu, Lan Feng, Bolei Zhou:
Human-AI Shared Control via Frequency-based Policy Dissection. CoRR abs/2206.00152 (2022) - [i85]Runsheng Xu, Zhengzhong Tu, Hao Xiang, Wei Shao, Bolei Zhou, Jiaqi Ma:
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers. CoRR abs/2207.02202 (2022) - [i84]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploiting Reward Shifting in Value-Based Deep RL. CoRR abs/2209.07288 (2022) - [i83]Ceyuan Yang, Yujun Shen, Yinghao Xu, Deli Zhao, Bo Dai, Bolei Zhou:
Improving GANs with A Dynamic Discriminator. CoRR abs/2209.09897 (2022) - [i82]Hao Xiang, Runsheng Xu, Xin Xia, Zhaoliang Zheng, Bolei Zhou, Jiaqi Ma:
V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception. CoRR abs/2209.13679 (2022) - [i81]Lan Feng, Quanyi Li, Zhenghao Peng, Shuhan Tan, Bolei Zhou:
TrafficGen: Learning to Generate Diverse and Realistic Traffic Scenarios. CoRR abs/2210.06609 (2022) - [i80]Qihang Zhang, Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou:
Towards Smooth Video Composition. CoRR abs/2212.07413 (2022) - [i79]Yinghao Xu, Menglei Chai, Zifan Shi, Sida Peng, Ivan Skorokhodov, Aliaksandr Siarohin, Ceyuan Yang, Yujun Shen, Hsin-Ying Lee, Bolei Zhou, Sergey Tulyakov:
DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis. CoRR abs/2212.11984 (2022) - 2021
- [j12]Ceyuan Yang, Yujun Shen, Bolei Zhou:
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. Int. J. Comput. Vis. 129(5): 1451-1466 (2021) - [j11]Jiankai Sun, Lantao Yu, Pinqian Dong, Bo Lu, Bolei Zhou:
Adversarial Inverse Reinforcement Learning With Self-Attention Dynamics Model. IEEE Robotics Autom. Lett. 6(2): 1880-1886 (2021) - [j10]Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy:
Texture Memory-Augmented Deep Patch-Based Image Inpainting. IEEE Trans. Image Process. 30: 9112-9124 (2021) - [c58]Jiankai Sun, Rui Liu, Bolei Zhou:
HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning. AAAI 2021: 9747-9755 - [c57]Zhenghao Peng, Quanyi Li, Chunxiao Liu, Bolei Zhou:
Safe Driving via Expert Guided Policy Optimization. CoRL 2021: 1554-1563 - [c56]Yujun Shen, Bolei Zhou:
Closed-Form Factorization of Latent Semantics in GANs. CVPR 2021: 1532-1540 - [c55]Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin:
Instance Localization for Self-Supervised Detection Pretraining. CVPR 2021: 3987-3996 - [c54]Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou:
Generative Hierarchical Features From Synthesizing Images. CVPR 2021: 4432-4442 - [c53]Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou:
Multimodal Motion Prediction With Stacked Transformers. CVPR 2021: 7577-7586 - [c52]Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy:
Positional Encoding As Spatial Inductive Bias in GANs. CVPR 2021: 13569-13578 - [c51]Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian, Zhenjun Han, Bolei Zhou, Qixiang Ye:
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization. ICCV 2021: 2866-2875 - [c50]Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou:
Data-Efficient Instance Generation from Instance Discrimination. NeurIPS 2021: 9378-9390 - [c49]Zhenghao Peng, Quanyi Li, Ka-Ming Hui, Chunxiao Liu, Bolei Zhou:
Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization. NeurIPS 2021: 10784-10797 - [i78]Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang:
GAN Inversion: A Survey. CoRR abs/2101.05278 (2021) - [i77]Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu:
Deep Learning for Scene Classification: A Survey. CoRR abs/2101.10531 (2021) - [i76]Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin:
Instance Localization for Self-supervised Detection Pretraining. CoRR abs/2102.08318 (2021) - [i75]Kaiwen Zha, Yujun Shen, Bolei Zhou:
Unsupervised Image Transformation Learning via Generative Adversarial Networks. CoRR abs/2103.07751 (2021) - [i74]Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou:
Multimodal Motion Prediction with Stacked Transformers. CoRR abs/2103.11624 (2021) - [i73]Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian, Zhenjun Han, Bolei Zhou, Qixiang Ye:
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization. CoRR abs/2103.14862 (2021) - [i72]Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou:
Data-Efficient Instance Generation from Instance Discrimination. CoRR abs/2106.04566 (2021) - [i71]Hao Sun, Ziping Xu, Meng Fang, Zhenghao Peng, Jiadong Guo, Bo Dai, Bolei Zhou:
Safe Exploration by Solving Early Terminated MDP. CoRR abs/2107.04200 (2021) - [i70]Bolei Zhou:
Interpreting Generative Adversarial Networks for Interactive Image Generation. CoRR abs/2108.04896 (2021) - [i69]Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg:
PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks. CoRR abs/2109.04869 (2021) - [i68]Quanyi Li, Zhenghao Peng, Zhenghai Xue, Qihang Zhang, Bolei Zhou:
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. CoRR abs/2109.12674 (2021) - [i67]Zhenghao Peng, Quanyi Li, Chunxiao Liu, Bolei Zhou:
Safe Driving via Expert Guided Policy Optimization. CoRR abs/2110.06831 (2021) - [i66]Rui Xu, Xiangyu Xu, Kai Chen, Bolei Zhou, Chen Change Loy:
STransGAN: An Empirical Study on Transformer in GANs. CoRR abs/2110.13107 (2021) - [i65]Zhenghao Peng, Quanyi Li, Ka-Ming Hui, Chunxiao Liu, Bolei Zhou:
Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization. CoRR abs/2110.13827 (2021) - [i64]Ceyuan Yang, Yujun Shen, Zhiyi Zhang, Yinghao Xu, Jiapeng Zhu, Zhirong Wu, Bolei Zhou:
One-Shot Generative Domain Adaptation. CoRR abs/2111.09876 (2021) - [i63]Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou:
Improving GAN Equilibrium by Raising Spatial Awareness. CoRR abs/2112.00718 (2021) - [i62]Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang, Bolei Zhou, Hang Zhao:
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations. CoRR abs/2112.04680 (2021) - [i61]Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin:
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition. CoRR abs/2112.09690 (2021) - [i60]Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou:
3D-aware Image Synthesis via Learning Structural and Textural Representations. CoRR abs/2112.10759 (2021) - 2020
- [j9]Mathew Monfort, Carl Vondrick, Aude Oliva, Alex Andonian, Bolei Zhou, Kandan Ramakrishnan, Sarah Adel Bargal, Tom Yan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund:
Moments in Time Dataset: One Million Videos for Event Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42(2): 502-508 (2020) - [j8]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba:
Understanding the role of individual units in a deep neural network. Proc. Natl. Acad. Sci. USA 117(48): 30071-30078 (2020) - [j7]Bowen Pan, Jiankai Sun, Ho Yin Tiga Leung, Alex Andonian, Bolei Zhou:
Cross-View Semantic Segmentation for Sensing Surroundings. IEEE Robotics Autom. Lett. 5(3): 4867-4873 (2020) - [c48]Mingyu Ding, Zhe Wang, Bolei Zhou, Jianping Shi, Zhiwu Lu, Ping Luo:
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow. AAAI 2020: 10713-10720 - [c47]Junning Huang, Sirui Xie, Jiankai Sun, Gary Qiurui Ma, Chunxiao Liu, Dahua Lin, Bolei Zhou:
Learning a Decision Module by Imitating Driver's Control Behaviors. CoRL 2020: 1-10 - [c46]Jiankai Sun, Hao Sun, Tian Han, Bolei Zhou:
Neuro-Symbolic Program Search for Autonomous Driving Decision Module Design. CoRL 2020: 21-30 - [c45]Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou:
Temporal Pyramid Network for Action Recognition. CVPR 2020: 588-597 - [c44]Jinjin Gu, Yujun Shen, Bolei Zhou:
Image Processing Using Multi-Code GAN Prior. CVPR 2020: 3009-3018 - [c43]Zhuoqian Yang, Wentao Zhu, Wayne Wu, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy:
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting. CVPR 2020: 5305-5314 - [c42]Liangji Fang, Qinhong Jiang, Jianping Shi, Bolei Zhou:
TPNet: Trajectory Proposal Network for Motion Prediction. CVPR 2020: 6796-6805 - [c41]Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou:
Interpreting the Latent Space of GANs for Semantic Face Editing. CVPR 2020: 9240-9249 - [c40]Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin:
A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation. CVPR 2020: 10143-10152 - [c39]Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, Dahua Lin:
A Unified Framework for Shot Type Classification Based on Subject Centric Lens. ECCV (11) 2020: 17-34 - [c38]Jiapeng Zhu, Yujun Shen, Deli Zhao, Bolei Zhou:
In-Domain GAN Inversion for Real Image Editing. ECCV (17) 2020: 592-608 - [c37]Bolei Zhou:
Interpreting Generative Adversarial Networks for Interactive Image Generation. xxAI@ICML 2020: 167-175 - [i59]Zhuoqian Yang, Wentao Zhu, Wayne Wu, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy:
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting. CoRR abs/2003.14401 (2020) - [i58]Jiapeng Zhu, Yujun Shen, Deli Zhao, Bolei Zhou:
In-Domain GAN Inversion for Real Image Editing. CoRR abs/2004.00049 (2020) - [i57]Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin:
A Local-to-Global Approach to Multi-modal Movie Scene Segmentation. CoRR abs/2004.02678 (2020) - [i56]Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou:
Temporal Pyramid Network for Action Recognition. CoRR abs/2004.03548 (2020) - [i55]Liangji Fang, Qinhong Jiang, Jianping Shi, Bolei Zhou:
TPNet: Trajectory Proposal Network for Motion Prediction. CoRR abs/2004.12255 (2020) - [i54]Hao Sun, Xinyu Pan, Bo Dai, Dahua Lin, Bolei Zhou:
Evolutionary Stochastic Policy Distillation. CoRR abs/2004.12909 (2020) - [i53]David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba:
Semantic Photo Manipulation with a Generative Image Prior. CoRR abs/2005.07727 (2020) - [i52]Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou:
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs. CoRR abs/2005.09635 (2020) - [i51]Hao Sun, Zhenghao Peng, Bo Dai, Jian Guo, Dahua Lin, Bolei Zhou:
Novel Policy Seeking with Constrained Optimization. CoRR abs/2005.10696 (2020) - [i50]Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou:
Zeroth-Order Supervised Policy Improvement. CoRR abs/2006.06600 (2020) - [i49]Zhenghao Peng, Hao Sun, Bolei Zhou:
Non-local Policy Optimization via Diversity-regularized Collaborative Exploration. CoRR abs/2006.07781 (2020) - [i48]Ceyuan Yang, Yinghao Xu, Bo Dai, Bolei Zhou:
Video Representation Learning with Visual Tempo Consistency. CoRR abs/2006.15489 (2020) - [i47]Yinghao Xu, Ceyuan Yang, Ziwei Liu, Bo Dai, Bolei Zhou:
Unsupervised Landmark Learning from Unpaired Data. CoRR abs/2007.01053 (2020) - [i46]Yujun Shen, Bolei Zhou:
Closed-Form Factorization of Latent Semantics in GANs. CoRR abs/2007.06600 (2020) - [i45]Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou:
Generative Hierarchical Features from Synthesizing Images. CoRR abs/2007.10379 (2020) - [i44]Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, Dahua Lin:
A Unified Framework for Shot Type Classification Based on Subject Centric Lens. CoRR abs/2008.03548 (2020) - [i43]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba:
Understanding the Role of Individual Units in a Deep Neural Network. CoRR abs/2009.05041 (2020) - [i42]Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy:
Texture Memory-Augmented Deep Patch-Based Image Inpainting. CoRR abs/2009.13240 (2020) - [i41]Shuhan Tan, Yujun Shen, Bolei Zhou:
Improving the Fairness of Deep Generative Models without Retraining. CoRR abs/2012.04842 (2020) - [i40]Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy:
Positional Encoding as Spatial Inductive Bias in GANs. CoRR abs/2012.05217 (2020) - [i39]Quanyi Li, Zhenghao Peng, Qihang Zhang, Cong Qiu, Chunxiao Liu, Bolei Zhou:
Improving the Generalization of End-to-End Driving through Procedural Generation. CoRR abs/2012.13681 (2020)
2010 – 2019
- 2019
- [j6]Bolei Zhou, Hang Zhao, Xavier Puig, Tete Xiao, Sanja Fidler, Adela Barriuso, Antonio Torralba:
Semantic Understanding of Scenes Through the ADE20K Dataset. Int. J. Comput. Vis. 127(3): 302-321 (2019) - [j5]Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba:
Interpreting Deep Visual Representations via Network Dissection. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2131-2145 (2019) - [j4]David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba:
Semantic photo manipulation with a generative image prior. ACM Trans. Graph. 38(4): 59:1-59:11 (2019) - [c36]Guorun Yang, Xiao Song, Chaoqin Huang, Zhidong Deng, Jianping Shi, Bolei Zhou:
DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios. CVPR 2019: 899-908 - [c35]Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy:
Deep Flow-Guided Video Inpainting. CVPR 2019: 3723-3732 - [c34]Tete Xiao, Quanfu Fan, Danny Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou:
Reasoning About Human-Object Interactions Through Dual Attention Networks. ICCV 2019: 3918-3927 - [c33]David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles, Bolei Zhou, Hendrik Strobelt, Antonio Torralba:
Seeing What a GAN Cannot Generate. ICCV 2019: 4501-4510 - [c32]Yu Xiong, Qingqiu Huang, Lingfeng Guo, Hang Zhou, Bolei Zhou, Dahua Lin:
A Graph-Based Framework to Bridge Movies and Synopses. ICCV 2019: 4591-4600 - [c31]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba:
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks. ICLR (Poster) 2019 - [c30]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba:
Visualizing and Understanding GANs. DGS@ICLR 2019 - [c29]Hao Sun, Zhizhong Li, Xiaotong Liu, Bolei Zhou, Dahua Lin:
Policy Continuation with Hindsight Inverse Dynamics. NeurIPS 2019: 10265-10275 - [p1]Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba:
Comparing the Interpretability of Deep Networks via Network Dissection. Explainable AI 2019: 243-252 - [i38]Quanshi Zhang, Lixin Fan, Bolei Zhou:
Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning. CoRR abs/1901.08813 (2019) - [i37]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba:
Visualizing and Understanding Generative Adversarial Networks (Extended Abstract). CoRR abs/1901.09887 (2019) - [i36]Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy:
Deep Flow-Guided Video Inpainting. CoRR abs/1905.02884 (2019) - [i35]Bowen Pan, Jiankai Sun, Alex Andonian, Aude Oliva, Bolei Zhou:
Cross-view Semantic Segmentation for Sensing Surroundings. CoRR abs/1906.03560 (2019) - [i34]Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou:
Interpreting the Latent Space of GANs for Semantic Face Editing. CoRR abs/1907.10786 (2019) - [i33]Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou:
Reasoning About Human-Object Interactions Through Dual Attention Networks. CoRR abs/1909.04743 (2019) - [i32]Yu Xiong, Qingqiu Huang, Lingfeng Guo, Hang Zhou, Bolei Zhou, Dahua Lin:
A Graph-Based Framework to Bridge Movies and Synopses. CoRR abs/1910.11009 (2019) - [i31]David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles, Hendrik Strobelt, Bolei Zhou, Antonio Torralba:
Seeing What a GAN Cannot Generate. CoRR abs/1910.11626 (2019) - [i30]Hao Sun, Zhizhong Li, Xiaotong Liu, Dahua Lin, Bolei Zhou:
Policy Continuation with Hindsight Inverse Dynamics. CoRR abs/1910.14055 (2019) - [i29]Ceyuan Yang, Yujun Shen, Bolei Zhou:
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. CoRR abs/1911.09267 (2019) - [i28]Mingyu Ding, Zhe Wang, Bolei Zhou, Jianping Shi, Zhiwu Lu, Ping Luo:
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow. CoRR abs/1911.12739 (2019) - [i27]Junning Huang, Sirui Xie, Jiankai Sun, Gary Qiurui Ma, Chunxiao Liu, Jianping Shi, Dahua Lin, Bolei Zhou:
Learning Driving Decisions by Imitating Drivers' Control Behaviors. CoRR abs/1912.00191 (2019) - [i26]Jinjin Gu, Yujun Shen, Bolei Zhou:
Image Processing Using Multi-Code GAN Prior. CoRR abs/1912.07116 (2019) - 2018
- [b1]Bolei Zhou:
Interpretable representation learning for visual intelligence. Massachusetts Institute of Technology, Cambridge, USA, 2018 - [j3]Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba:
Places: A 10 Million Image Database for Scene Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 40(6): 1452-1464 (2018) - [c28]Bowen Pan, Wuwei Lin, Xiaolin Fang, Chaoqin Huang, Bolei Zhou, Cewu Lu:
Recurrent Residual Module for Fast Inference in Videos. CVPR 2018: 1536-1545 - [c27]Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang, Ming Zhou:
Visual Question Generation as Dual Task of Visual Question Answering. CVPR 2018: 6116-6124 - [c26]Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba:
Interpretable Basis Decomposition for Visual Explanation. ECCV (8) 2018: 122-138 - [c25]Wei-Chiu Ma, Hang Chu, Bolei Zhou, Raquel Urtasun, Antonio Torralba:
Single Image Intrinsic Decomposition Without a Single Intrinsic Image. ECCV (14) 2018: 211-229 - [c24]Yikang Li, Wanli Ouyang, Bolei Zhou, Jianping Shi, Chao Zhang, Xiaogang Wang:
Factorizable Net: An Efficient Subgraph-Based Framework for Scene Graph Generation. ECCV (1) 2018: 346-363 - [c23]Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun:
Unified Perceptual Parsing for Scene Understanding. ECCV (5) 2018: 432-448 - [c22]Bolei Zhou, Alex Andonian, Aude Oliva, Antonio Torralba:
Temporal Relational Reasoning in Videos. ECCV (1) 2018: 831-846 - [c21]Jimmy Wu, Bolei Zhou, Rebecca L. Russell, Vincent Kee, Syler Wagner, Mitchell Hebert, Antonio Torralba, David M. S. Johnson:
Real-Time Object Pose Estimation with Pose Interpreter Networks. IROS 2018: 6798-6805 - [c20]Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson:
Expert identification of visual primitives used by CNNs during mammogram classification. Computer-Aided Diagnosis 2018: 105752T - [i25]Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund, Carl Vondrick, Aude Oliva:
Moments in Time Dataset: one million videos for event understanding. CoRR abs/1801.03150 (2018) - [i24]Bowen Pan, Wuwei Lin, Xiaolin Fang, Chaoqin Huang, Bolei Zhou, Cewu Lu:
Recurrent Residual Module for Fast Inference in Videos. CoRR abs/1802.09723 (2018) - [i23]Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson:
Expert identification of visual primitives used by CNNs during mammogram classification. CoRR abs/1803.04858 (2018) - [i22]Jimmy Wu, Bolei Zhou, Diondra Peck, Scott Hsieh, Vandana Dialani, Lester W. Mackey, Genevieve Patterson:
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. CoRR abs/1805.12323 (2018) - [i21]Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba:
Revisiting the Importance of Individual Units in CNNs via Ablation. CoRR abs/1806.02891 (2018) - [i20]Yikang Li, Wanli Ouyang, Bolei Zhou, Yawen Cui, Jianping Shi, Xiaogang Wang:
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation. CoRR abs/1806.11538 (2018) - [i19]Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun:
Unified Perceptual Parsing for Scene Understanding. CoRR abs/1807.10221 (2018) - [i18]Jimmy Wu, Bolei Zhou, Rebecca L. Russell, Vincent Kee, Syler Wagner, Mitchell Hebert, Antonio Torralba, David M. S. Johnson:
Real-Time Object Pose Estimation with Pose Interpreter Networks. CoRR abs/1808.01099 (2018) - [i17]David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba:
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks. CoRR abs/1811.10597 (2018) - [i16]Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang:
FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis. CoRR abs/1812.01288 (2018) - 2017
- [c19]David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba:
Network Dissection: Quantifying Interpretability of Deep Visual Representations. CVPR 2017: 3319-3327 - [c18]Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba:
Scene Parsing through ADE20K Dataset. CVPR 2017: 5122-5130 - [c17]Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang:
Person Search with Natural Language Description. CVPR 2017: 5187-5196 - [c16]Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang:
Scene Graph Generation from Objects, Phrases and Region Captions. ICCV 2017: 1270-1279 - [c15]Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba:
Open Vocabulary Scene Parsing. ICCV 2017: 2021-2029 - [c14]Jay Ming Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, David M. S. Johnson, Jimmy Wu, Bolei Zhou, Antonio Torralba:
SegICP: Integrated deep semantic segmentation and pose estimation. IROS 2017: 5784-5789 - [i15]Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang:
Person Search with Natural Language Description. CoRR abs/1702.05729 (2017) - [i14]Jay Ming Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, David M. S. Johnson, Jimmy Wu, Bolei Zhou, Antonio Torralba:
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation. CoRR abs/1703.01661 (2017) - [i13]Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba:
Open Vocabulary Scene Parsing. CoRR abs/1703.08769 (2017) - [i12]David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba:
Network Dissection: Quantifying Interpretability of Deep Visual Representations. CoRR abs/1704.05796 (2017) - [i11]Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang:
Scene Graph Generation from Objects, Phrases and Caption Regions. CoRR abs/1707.09700 (2017) - [i10]Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang:
Visual Question Generation as Dual Task of Visual Question Answering. CoRR abs/1709.07192 (2017) - [i9]Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba:
Interpreting Deep Visual Representations via Network Dissection. CoRR abs/1711.05611 (2017) - [i8]Bolei Zhou, Alex Andonian, Antonio Torralba:
Temporal Relational Reasoning in Videos. CoRR abs/1711.08496 (2017) - 2016
- [c13]Zi Wang, Bolei Zhou, Stefanie Jegelka:
Optimization as Estimation with Gaussian Processes in Bandit Settings. AISTATS 2016: 1022-1031 - [c12]Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba:
Learning Deep Features for Discriminative Localization. CVPR 2016: 2921-2929 - [i7]Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba:
Semantic Understanding of Scenes through the ADE20K Dataset. CoRR abs/1608.05442 (2016) - [i6]Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Antonio Torralba, Aude Oliva:
Places: An Image Database for Deep Scene Understanding. CoRR abs/1610.02055 (2016) - 2015
- [j2]Bolei Zhou, Xiaoou Tang, Xiaogang Wang:
Learning Collective Crowd Behaviors with Dynamic Pedestrian-Agents. Int. J. Comput. Vis. 111(1): 50-68 (2015) - [c11]Bolei Zhou, Vignesh Jagadeesh, Robinson Piramuthu:
ConceptLearner: Discovering visual concepts from weakly labeled image collections. CVPR 2015: 1492-1500 - [c10]Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba:
Object Detectors Emerge in Deep Scene CNNs. ICLR 2015 - [i5]Donglai Wei, Bolei Zhou, Antonio Torralba, William T. Freeman:
Understanding Intra-Class Knowledge Inside CNN. CoRR abs/1507.02379 (2015) - [i4]Zi Wang, Bolei Zhou, Stefanie Jegelka:
Optimization as Estimation with Gaussian Processes in Bandit Settings. CoRR abs/1510.06423 (2015) - [i3]Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus:
Simple Baseline for Visual Question Answering. CoRR abs/1512.02167 (2015) - [i2]Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba:
Learning Deep Features for Discriminative Localization. CoRR abs/1512.04150 (2015) - 2014
- [j1]Bolei Zhou, Xiaoou Tang, Hepeng Zhang, Xiaogang Wang:
Measuring Crowd Collectiveness. IEEE Trans. Pattern Anal. Mach. Intell. 36(8): 1586-1599 (2014) - [c9]Bolei Zhou, Liu Liu, Aude Oliva, Antonio Torralba:
Recognizing City Identity via Attribute Analysis of Geo-tagged Images. ECCV (3) 2014: 519-534 - [c8]Bolei Zhou, Àgata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva:
Learning Deep Features for Scene Recognition using Places Database. NIPS 2014: 487-495 - [i1]Bolei Zhou, Vignesh Jagadeesh, Robinson Piramuthu:
ConceptLearner: Discovering Visual Concepts from Weakly Labeled Image Collections. CoRR abs/1411.5328 (2014) - 2013
- [c7]Bolei Zhou, Xiaoou Tang, Xiaogang Wang:
Measuring Crowd Collectiveness. CVPR 2013: 3049-3056 - 2012
- [c6]Bolei Zhou, Xiaogang Wang, Xiaoou Tang:
Understanding collective crowd behaviors: Learning a Mixture model of Dynamic pedestrian-Agents. CVPR 2012: 2871-2878 - [c5]Bolei Zhou, Xiaoou Tang, Xiaogang Wang:
Coherent Filtering: Detecting Coherent Motions from Crowd Clutters. ECCV (2) 2012: 857-871 - 2011
- [c4]Bolei Zhou, Xiaogang Wang, Xiaoou Tang:
Random field topic model for semantic region analysis in crowded scenes from tracklets. CVPR 2011: 3441-3448 - [c3]Mengyuan Zhu, Bolei Zhou:
Modeling Manifold Ways of Scene Perception. ICONIP (3) 2011: 692-699 - 2010
- [c2]Bolei Zhou, Xiaodi Hou, Liqing Zhang:
A Phase Discrepancy Analysis of Object Motion. ACCV (3) 2010: 225-238
2000 – 2009
- 2009
- [c1]Bolei Zhou, Liqing Zhang:
Scene Gist: A Holistic Generative Model of Natural Image. ACCV (2) 2009: 395-404
Coauthor Index
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