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2020 – today
- 2024
[j23]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)- [j22]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) - [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) - [c86]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 - [c85]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 - [c84]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 - [c83]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 - [i115]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) - [i114]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) - [i113]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) - [i112]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) - [i111]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) - [i110]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) - [i109]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) - [i108]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) - 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]