Bolei Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 198

Top Venues

CoRR

CVPR

NeurIPS

IEEE Trans. Pattern Anal. Mach. Intell.

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

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 (2024)
Lan Feng, Quanyi Li, Zhenghao Peng, Shuhan Tan, Bolei Zhou
TrafficGen: Learning to Generate Diverse and Realistic Traffic Scenarios. ICRA (2023)
Yinghao Xu, Wang Yifan, Alexander W. Bergman, Menglei Chai, Bolei Zhou, Gordon Wetzstein
Efficient 3D Articulated Human Generation with Layered Surface Volumes. CoRR (2023)
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 (2023)
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) (2023)
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) (2023)
Alexander Swerdlow, Runsheng Xu, Bolei Zhou
Street-View Image Generation from a Bird's-Eye View Layout. CoRR (2023)
Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou
CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. CoRL (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. ICLR (2023)
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 (2023)
Hao Xiang, Runsheng Xu, Xin Xia, Zhaoliang Zheng, Bolei Zhou, Jiaqi Ma
V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception. ICRA (2023)
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)
Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou
Spatial Steerability of GANs via Self-Supervision from Discriminator. CoRR (2023)
Qihang Zhang, Yinghao Xu, Yujun Shen, Bo Dai, Bolei Zhou, Ceyuan Yang
BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation. CoRR (2023)
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) (2023)
Haoyue Bai, Ceyuan Yang, Yinghao Xu, S.-H. Gary Chan, Bolei Zhou
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation. CoRR (2023)
Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou
CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. CoRR (2023)
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)
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs. CoRR (2023)
Ceyuan Yang, Yujun Shen, Zhiyi Zhang, Yinghao Xu, Jiapeng Zhu, Zhirong Wu, Bolei Zhou
One-Shot Generative Domain Adaptation. ICCV (2023)
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)
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 (2023)
Zhenghao Mark Peng, Wenjie Mo, Chenda Duan, Quanyi Li, Bolei Zhou
Learning from Active Human Involvement through Proxy Value Propagation. NeurIPS (2023)
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)
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 (2023)
Qihang Zhang, Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou
Towards Smooth Video Composition. ICLR (2023)
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 (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. CoRR (2023)
Jiapeng Zhu, Yujun Shen, Yinghao Xu, Deli Zhao, Qifeng Chen, Bolei Zhou
In-Domain GAN Inversion for Faithful Reconstruction and Editability. CoRR (2023)
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 (2022)
Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou
3D-aware Image Synthesis via Learning Structural and Textural Representations. CVPR (2022)
Qihang Zhang, Zhenghao Peng, Bolei Zhou
Learning to Drive by Watching YouTube Videos: Action-Conditioned Contrastive Policy Pretraining. ECCV (26) (2022)
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)
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) (2022)
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)
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)
Qihang Zhang, Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou
Towards Smooth Video Composition. CoRR (2022)
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) (2022)
Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
Exploiting Reward Shifting in Value-Based Deep RL. CoRR (2022)
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)
Quanyi Li, Zhenghao Peng, Haibin Wu, Lan Feng, Bolei Zhou
Human-AI Shared Control via Policy Dissection. NeurIPS (2022)
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)
Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation. ECCV (37) (2022)
Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation. CoRR (2022)
Quanyi Li, Zhenghao Peng, Haibin Wu, Lan Feng, Bolei Zhou
Human-AI Shared Control via Frequency-based Policy Dissection. CoRR (2022)
Quanyi Li, Zhenghao Peng, Bolei Zhou
Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization. CoRR (2022)
Runsheng Xu, Zhengzhong Tu, Hao Xiang, Wei Shao, Bolei Zhou, Jiaqi Ma
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers. CoRR (2022)
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 (2022)
Lan Feng, Quanyi Li, Zhenghao Peng, Shuhan Tan, Bolei Zhou
TrafficGen: Learning to Generate Diverse and Realistic Traffic Scenarios. CoRR (2022)
Qihang Zhang, Zhenghao Peng, Bolei Zhou
Action-Conditioned Contrastive Policy Pretraining. CoRR (2022)
Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou
Improving GAN Equilibrium by Raising Spatial Awareness. CVPR (2022)
Quanyi Li, Zhenghao Peng, Bolei Zhou
Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization. ICLR (2022)
Jiankai Sun, Bolei Zhou, Michael J. Black, Arjun Chandrasekaran
LocATe: End-to-end Localization of Actions in 3D with Transformers. CoRR (2022)
Hao Xiang, Runsheng Xu, Xin Xia, Zhaoliang Zheng, Bolei Zhou, Jiaqi Ma
V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception. CoRR (2022)
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)
Ceyuan Yang, Yujun Shen, Yinghao Xu, Deli Zhao, Bo Dai, Bolei Zhou
Improving GANs with A Dynamic Discriminator. NeurIPS (2022)
Jiapeng Zhu, Deli Zhao, Bo Zhang, Bolei Zhou
Disentangled Inference for GANs With Latently Invertible Autoencoder. Int. J. Comput. Vis. 130 (5) (2022)
Ceyuan Yang, Yujun Shen, Yinghao Xu, Deli Zhao, Bo Dai, Bolei Zhou
Improving GANs with A Dynamic Discriminator. CoRR (2022)
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)
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 (2022)
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 (2022)
Zhenghao Peng, Quanyi Li, Ka-Ming Hui, Chunxiao Liu, Bolei Zhou
Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization. CoRR (2021)
Jiankai Sun, Rui Liu, Bolei Zhou
HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning. AAAI (2021)
Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou
Data-Efficient Instance Generation from Instance Discrimination. CoRR (2021)
Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou
3D-aware Image Synthesis via Learning Structural and Textural Representations. CoRR (2021)
Yujun Shen, Bolei Zhou
Closed-Form Factorization of Latent Semantics in GANs. CVPR (2021)
Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou
Multimodal Motion Prediction with Stacked Transformers. CoRR (2021)
Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu
Deep Learning for Scene Classification: A Survey. CoRR (2021)
Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg
PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks. CoRR (2021)
Quanyi Li, Zhenghao Peng, Zhenghai Xue, Qihang Zhang, Bolei Zhou
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. CoRR (2021)
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 (2021)
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
Instance Localization for Self-supervised Detection Pretraining. CoRR (2021)
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) (2021)
Zhenghao Peng, Quanyi Li, Chunxiao Liu, Bolei Zhou
Safe Driving via Expert Guided Policy Optimization. CoRL (2021)
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
Instance Localization for Self-Supervised Detection Pretraining. CVPR (2021)
Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou
Multimodal Motion Prediction With Stacked Transformers. CVPR (2021)
Zhenghao Peng, Quanyi Li, Chunxiao Liu, Bolei Zhou
Safe Driving via Expert Guided Policy Optimization. CoRR (2021)
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 (2021)
Ceyuan Yang, Yujun Shen, Zhiyi Zhang, Yinghao Xu, Jiapeng Zhu, Zhirong Wu, Bolei Zhou
One-Shot Generative Domain Adaptation. CoRR (2021)
Bolei Zhou
Interpreting Generative Adversarial Networks for Interactive Image Generation. CoRR (2021)
Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy
Positional Encoding As Spatial Inductive Bias in GANs. CVPR (2021)
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)
Zhenghao Peng, Quanyi Li, Ka-Ming Hui, Chunxiao Liu, Bolei Zhou
Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization. NeurIPS (2021)
Ceyuan Yang, Yujun Shen, Bolei Zhou
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. Int. J. Comput. Vis. 129 (5) (2021)
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 (2021)
Rui Xu, Xiangyu Xu, Kai Chen, Bolei Zhou, Chen Change Loy
STransGAN: An Empirical Study on Transformer in GANs. CoRR (2021)
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 (2021)
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou
Generative Hierarchical Features From Synthesizing Images. CVPR (2021)
Hao Sun, Ziping Xu, Meng Fang, Zhenghao Peng, Jiadong Guo, Bo Dai, Bolei Zhou
Safe Exploration by Solving Early Terminated MDP. CoRR (2021)
Kaiwen Zha, Yujun Shen, Bolei Zhou
Unsupervised Image Transformation Learning via Generative Adversarial Networks. CoRR (2021)
Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou
Data-Efficient Instance Generation from Instance Discrimination. NeurIPS (2021)
Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou
Improving GAN Equilibrium by Raising Spatial Awareness. CoRR (2021)
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang
GAN Inversion: A Survey. CoRR (2021)
Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou
Temporal Pyramid Network for Action Recognition. CVPR (2020)
Shuhan Tan, Yujun Shen, Bolei Zhou
Improving the Fairness of Deep Generative Models without Retraining. CoRR (2020)
Bolei Zhou
Interpreting Generative Adversarial Networks for Interactive Image Generation. xxAI@ICML (2020)
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou
Generative Hierarchical Features from Synthesizing Images. CoRR (2020)
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) (2020)
Quanyi Li, Zhenghao Peng, Qihang Zhang, Cong Qiu, Chunxiao Liu, Bolei Zhou
Improving the Generalization of End-to-End Driving through Procedural Generation. CoRR (2020)
Jinjin Gu, Yujun Shen, Bolei Zhou
Image Processing Using Multi-Code GAN Prior. CVPR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bolei Zhou