Scene Gist: A Holistic Generative Model of Natural Image. - Bolei Zhou; Liqing Zhang 001 (ACCV (2), 2009)

A Phase Discrepancy Analysis of Object Motion. - Bolei Zhou; Xiaodi Hou; Liqing Zhang 001 (ACCV (3), 2010)

Random field topic model for semantic region analysis in crowded scenes from tracklets. - Bolei Zhou; Xiaogang Wang 001; Xiaoou Tang (CVPR, 2011)

Modeling Manifold Ways of Scene Perception. - Mengyuan Zhu; Bolei Zhou (ICONIP (3), 2011)

Understanding collective crowd behaviors: Learning a Mixture model of Dynamic pedestrian-Agents. - Bolei Zhou; Xiaogang Wang 001; Xiaoou Tang (CVPR, 2012)

Coherent Filtering: Detecting Coherent Motions from Crowd Clutters. - Bolei Zhou; Xiaoou Tang; Xiaogang Wang 001 (ECCV (2), 2012)

Measuring Crowd Collectiveness. - Bolei Zhou; Xiaoou Tang; Xiaogang Wang 001 (CVPR, 2013)

Recognizing City Identity via Attribute Analysis of Geo-tagged Images. - Bolei Zhou; Liu Liu 018; Aude Oliva; Antonio Torralba 001 (ECCV (3), 2014)

Learning Deep Features for Scene Recognition using Places Database. - Bolei Zhou; Àgata Lapedriza; Jianxiong Xiao; Antonio Torralba 001; Aude Oliva (NIPS, 2014)

Measuring Crowd Collectiveness. - Bolei Zhou; Xiaoou Tang; Hepeng Zhang; Xiaogang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

ConceptLearner: Discovering visual concepts from weakly labeled image collections. - Bolei Zhou; Vignesh Jagadeesh; Robinson Piramuthu (CVPR, 2015)

Understanding Intra-Class Knowledge Inside CNN. - Donglai Wei 001; Bolei Zhou; Antonio Torralba 001; William T. Freeman (CoRR, 2015)

Object Detectors Emerge in Deep Scene CNNs. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Aude Oliva; Antonio Torralba 001 (ICLR, 2015)

Simple Baseline for Visual Question Answering. - Bolei Zhou; Yuandong Tian; Sainbayar Sukhbaatar; Arthur Szlam; Rob Fergus (CoRR, 2015)

Learning Collective Crowd Behaviors with Dynamic Pedestrian-Agents. - Bolei Zhou; Xiaoou Tang; Xiaogang Wang 001 (Int. J. Comput. Vis., 2015)

Optimization as Estimation with Gaussian Processes in Bandit Settings. - Zi Wang 004; Bolei Zhou; Stefanie Jegelka (AISTATS, 2016)

Learning Deep Features for Discriminative Localization. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Aude Oliva; Antonio Torralba 001 (CVPR, 2016)

Places: An Image Database for Deep Scene Understanding. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Antonio Torralba 001; Aude Oliva (CoRR, 2016)

Semantic Understanding of Scenes through the ADE20K Dataset. - Bolei Zhou; Hang Zhao; Xavier Puig; Sanja Fidler; Adela Barriuso; Antonio Torralba 001 (CoRR, 2016)

Network Dissection: Quantifying Interpretability of Deep Visual Representations. - David Bau; Bolei Zhou; Aditya Khosla; Aude Oliva; Antonio Torralba 001 (CVPR, 2017)

Person Search with Natural Language Description. - Shuang Li 013; Tong Xiao; Hongsheng Li 001; Bolei Zhou; Dayu Yue; Xiaogang Wang 001 (CVPR, 2017)

Scene Parsing through ADE20K Dataset. - Bolei Zhou; Hang Zhao; Xavier Puig; Sanja Fidler; Adela Barriuso; Antonio Torralba 001 (CVPR, 2017)

Scene Graph Generation from Objects, Phrases and Region Captions. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Kun Wang; Xiaogang Wang 001 (ICCV, 2017)

Open Vocabulary Scene Parsing. - Hang Zhao; Xavier Puig; Bolei Zhou; Sanja Fidler; Antonio Torralba 001 (ICCV, 2017)

SegICP: Integrated deep semantic segmentation and pose estimation. - 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; et al. (IROS, 2017)

Scene Graph Generation from Objects, Phrases and Caption Regions. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Kun Wang; Xiaogang Wang 001 (CoRR, 2017)

Visual Question Generation as Dual Task of Visual Question Answering. - Yikang Li 002; Nan Duan; Bolei Zhou; Xiao Chu; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2017)

Temporal Relational Reasoning in Videos. - Bolei Zhou; Alex Andonian; Antonio Torralba 001 (CoRR, 2017)

Visual Question Generation as Dual Task of Visual Question Answering. - Yikang Li 002; Nan Duan; Bolei Zhou; Xiao Chu; Wanli Ouyang; Xiaogang Wang 001; Ming Zhou 001 (CVPR, 2018)

Recurrent Residual Module for Fast Inference in Videos. - Bowen Pan; Wuwei Lin; Xiaolin Fang 002; Chaoqin Huang; Bolei Zhou; Cewu Lu (CVPR, 2018)

Factorizable Net: An Efficient Subgraph-Based Framework for Scene Graph Generation. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Jianping Shi; Chao Zhang; Xiaogang Wang 001 (ECCV (1), 2018)

Single Image Intrinsic Decomposition Without a Single Intrinsic Image. - Wei-Chiu Ma; Hang Chu; Bolei Zhou; Raquel Urtasun; Antonio Torralba 001 (ECCV (14), 2018)

Unified Perceptual Parsing for Scene Understanding. - Tete Xiao; Yingcheng Liu; Bolei Zhou; Yuning Jiang 001; Jian Sun 001 (ECCV (5), 2018)

Temporal Relational Reasoning in Videos. - Bolei Zhou; Alex Andonian; Aude Oliva; Antonio Torralba 001 (ECCV (1), 2018)

Interpretable Basis Decomposition for Visual Explanation. - Bolei Zhou; Yiyou Sun; David Bau; Antonio Torralba 001 (ECCV (8), 2018)

Real-Time Object Pose Estimation with Pose Interpreter Networks. - Jimmy Wu; Bolei Zhou; Rebecca L. Russell; Vincent Kee; Syler Wagner; Mitchell Hebert; Antonio Torralba 001; David M. S. Johnson (IROS, 2018)

Expert identification of visual primitives used by CNNs during mammogram classification. - Jimmy Wu; Diondra Peck; Scott Hsieh; Vandana Dialani; Constance D. Lehman; Bolei Zhou; Vasilis Syrgkanis; Lester W. Mackey; Genevieve Patterson (Computer-Aided Diagnosis, 2018)

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. - Jimmy Wu; Bolei Zhou; Diondra Peck; Scott Hsieh; Vandana Dialani; Lester W. Mackey; Genevieve Patterson (CoRR, 2018)

Revisiting the Importance of Individual Units in CNNs via Ablation. - Bolei Zhou; Yiyou Sun; David Bau; Antonio Torralba 001 (CoRR, 2018)

Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Yawen Cui; Jianping Shi; Xiaogang Wang 001 (CoRR, 2018)

FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis. - Yujun Shen; Bolei Zhou; Ping Luo 002; Xiaoou Tang (CoRR, 2018)

Places: A 10 Million Image Database for Scene Recognition. - Bolei Zhou; Àgata Lapedriza; Aditya Khosla; Aude Oliva; Antonio Torralba 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Interpretable representation learning for visual intelligence. - Bolei Zhou (2018)

Deep Flow-Guided Video Inpainting. - Rui Xu 014; Xiaoxiao Li; Bolei Zhou; Chen Change Loy (CVPR, 2019)

DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios. - Guorun Yang; Xiao Song; Chaoqin Huang; Zhidong Deng; Jianping Shi; Bolei Zhou (CVPR, 2019)

Seeing What a GAN Cannot Generate. - David Bau; Jun-Yan Zhu; Jonas Wulff; William S. Peebles; Bolei Zhou; Hendrik Strobelt; Antonio Torralba 001 (ICCV, 2019)

Reasoning About Human-Object Interactions Through Dual Attention Networks. - Tete Xiao; Quanfu Fan; Danny Gutfreund; Mathew Monfort; Aude Oliva; Bolei Zhou (ICCV, 2019)

A Graph-Based Framework to Bridge Movies and Synopses. - Yu Xiong; Qingqiu Huang; Lingfeng Guo; Hang Zhou 009; Bolei Zhou; Dahua Lin (ICCV, 2019)

GAN Dissection: Visualizing and Understanding Generative Adversarial Networks. - David Bau; Jun-Yan Zhu; Hendrik Strobelt; Bolei Zhou; Joshua B. Tenenbaum; William T. Freeman; Antonio Torralba 001 (ICLR (Poster), 2019)

Visualizing and Understanding GANs. - David Bau; Jun-Yan Zhu; Hendrik Strobelt; Bolei Zhou; Joshua B. Tenenbaum; William T. Freeman; Antonio Torralba 001 (DGS@ICLR, 2019)

Policy Continuation with Hindsight Inverse Dynamics. - Hao Sun; Zhizhong Li 002; Xiaotong Liu; Bolei Zhou; Dahua Lin (NeurIPS, 2019)

Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning. - Quanshi Zhang; Lixin Fan; Bolei Zhou (CoRR, 2019)

Visualizing and Understanding Generative Adversarial Networks (Extended Abstract). - David Bau; Jun-Yan Zhu; Hendrik Strobelt; Bolei Zhou; Joshua B. Tenenbaum; William T. Freeman; Antonio Torralba 001 (CoRR, 2019)

Cross-view Semantic Segmentation for Sensing Surroundings. - Bowen Pan; Jiankai Sun; Alex Andonian; Aude Oliva; Bolei Zhou (CoRR, 2019)

Learning Driving Decisions by Imitating Drivers' Control Behaviors. - Junning Huang; Sirui Xie; Jiankai Sun; Gary Qiurui Ma; Chunxiao Liu; Jianping Shi; Dahua Lin; Bolei Zhou (CoRR, 2019)

Semantic Understanding of Scenes Through the ADE20K Dataset. - Bolei Zhou; Hang Zhao; Xavier Puig; Tete Xiao; Sanja Fidler; Adela Barriuso; Antonio Torralba 001 (Int. J. Comput. Vis., 2019)

Interpreting Deep Visual Representations via Network Dissection. - Bolei Zhou; David Bau; Aude Oliva; Antonio Torralba 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Semantic photo manipulation with a generative image prior. - David Bau; Hendrik Strobelt; William S. Peebles; Jonas Wulff; Bolei Zhou; Jun-Yan Zhu; Antonio Torralba 001 (ACM Trans. Graph., 2019)

Comparing the Interpretability of Deep Networks via Network Dissection. - Bolei Zhou; David Bau; Aude Oliva; Antonio Torralba 001 (Explainable AI, 2019)

Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow. - Mingyu Ding; Zhe Wang 006; Bolei Zhou; Jianping Shi; Zhiwu Lu 001; Ping Luo 002 (AAAI, 2020)

Learning a Decision Module by Imitating Driver's Control Behaviors. - Junning Huang; Sirui Xie; Jiankai Sun; Gary Qiurui Ma; Chunxiao Liu; Dahua Lin; Bolei Zhou (CoRL, 2020)

Neuro-Symbolic Program Search for Autonomous Driving Decision Module Design. - Jiankai Sun; Hao Sun; Tian Han; Bolei Zhou (CoRL, 2020)

TPNet: Trajectory Proposal Network for Motion Prediction. - Liangji Fang; Qinhong Jiang; Jianping Shi; Bolei Zhou (CVPR, 2020)

Image Processing Using Multi-Code GAN Prior. - Jinjin Gu; Yujun Shen; Bolei Zhou (CVPR, 2020)

A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation. - Anyi Rao; Linning Xu; Yu Xiong; Guodong Xu; Qingqiu Huang; Bolei Zhou; Dahua Lin (CVPR, 2020)

Interpreting the Latent Space of GANs for Semantic Face Editing. - Yujun Shen; Jinjin Gu; Xiaoou Tang; Bolei Zhou (CVPR, 2020)

Temporal Pyramid Network for Action Recognition. - Ceyuan Yang; Yinghao Xu 001; Jianping Shi; Bo Dai 002; Bolei Zhou (CVPR, 2020)

TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting. - Zhuoqian Yang; Wentao Zhu 004; Wayne Wu; Chen Qian 006; Qiang Zhou 001; Bolei Zhou; Chen Change Loy (CVPR, 2020)

A Unified Framework for Shot Type Classification Based on Subject Centric Lens. - Anyi Rao; Jiaze Wang; Linning Xu; Xuekun Jiang; Qingqiu Huang; Bolei Zhou; Dahua Lin (ECCV (11), 2020)

In-Domain GAN Inversion for Real Image Editing. - Jiapeng Zhu 001; Yujun Shen; Deli Zhao; Bolei Zhou (ECCV (17), 2020)

Interpreting Generative Adversarial Networks for Interactive Image Generation. - Bolei Zhou (xxAI@ICML, 2020)

Evolutionary Stochastic Policy Distillation. - Hao Sun; Xinyu Pan; Bo Dai 002; Dahua Lin; Bolei Zhou (CoRR, 2020)

Novel Policy Seeking with Constrained Optimization. - Hao Sun; Zhenghao Peng; Bo Dai 002; Jian Guo; Dahua Lin; Bolei Zhou (CoRR, 2020)

Zeroth-Order Supervised Policy Improvement. - Hao Sun; Ziping Xu; Yuhang Song 001; Meng Fang; Jiechao Xiong; Bo Dai 002; Zhengyou Zhang; Bolei Zhou (CoRR, 2020)

Non-local Policy Optimization via Diversity-regularized Collaborative Exploration. - Zhenghao Peng; Hao Sun; Bolei Zhou (CoRR, 2020)

Video Representation Learning with Visual Tempo Consistency. - Ceyuan Yang; Yinghao Xu 001; Bo Dai 002; Bolei Zhou (CoRR, 2020)

Unsupervised Landmark Learning from Unpaired Data. - Yinghao Xu 001; Ceyuan Yang; Ziwei Liu 002; Bo Dai 002; Bolei Zhou (CoRR, 2020)

Improving the Fairness of Deep Generative Models without Retraining. - Shuhan Tan; Yujun Shen; Bolei Zhou (CoRR, 2020)

Improving the Generalization of End-to-End Driving through Procedural Generation. - Quanyi Li; Zhenghao Peng; Qihang Zhang; Cong Qiu; Chunxiao Liu; Bolei Zhou (CoRR, 2020)

Moments in Time Dataset: One Million Videos for Event Understanding. - Mathew Monfort; Carl Vondrick; Aude Oliva; Alex Andonian; Bolei Zhou; Kandan Ramakrishnan; Sarah Adel Bargal; Tom Yan; Lisa M. Brown; Quanfu Fan; Dan Gutfreund (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Understanding the role of individual units in a deep neural network. - David Bau; Jun-Yan Zhu; Hendrik Strobelt; Àgata Lapedriza; Bolei Zhou; Antonio Torralba 001 (Proc. Natl. Acad. Sci. USA, 2020)

Cross-View Semantic Segmentation for Sensing Surroundings. - Bowen Pan; Jiankai Sun; Ho Yin Tiga Leung; Alex Andonian; Bolei Zhou (IEEE Robotics Autom. Lett., 2020)

HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning. - Jiankai Sun; Rui Liu; Bolei Zhou (AAAI, 2021)

Safe Driving via Expert Guided Policy Optimization. - Zhenghao Peng; Quanyi Li; Chunxiao Liu; Bolei Zhou (CoRL, 2021)

Multimodal Motion Prediction With Stacked Transformers. - Yicheng Liu; Jinghuai Zhang; Liangji Fang; Qinhong Jiang; Bolei Zhou (CVPR, 2021)

Closed-Form Factorization of Latent Semantics in GANs. - Yujun Shen; Bolei Zhou (CVPR, 2021)

Generative Hierarchical Features From Synthesizing Images. - Yinghao Xu 001; Yujun Shen; Jiapeng Zhu 001; Ceyuan Yang; Bolei Zhou (CVPR, 2021)

Positional Encoding As Spatial Inductive Bias in GANs. - Rui Xu 014; Xintao Wang 002; Kai Chen 026; Bolei Zhou; Chen Change Loy (CVPR, 2021)

Instance Localization for Self-Supervised Detection Pretraining. - Ceyuan Yang; Zhirong Wu; Bolei Zhou; Stephen Lin 001 (CVPR, 2021)

TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization. - Wei Gao; Fang Wan 001; Xingjia Pan; Zhiliang Peng; Qi Tian 001; Zhenjun Han; Bolei Zhou; Qixiang Ye (ICCV, 2021)

Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization. - Zhenghao Peng; Quanyi Li; Ka-Ming Hui; Chunxiao Liu; Bolei Zhou (NeurIPS, 2021)

Data-Efficient Instance Generation from Instance Discrimination. - Ceyuan Yang; Yujun Shen; Yinghao Xu 001; Bolei Zhou (NeurIPS, 2021)

Deep Learning for Scene Classification: A Survey. - Delu Zeng; Minyu Liao; Mohammad Tavakolian; Yulan Guo; Bolei Zhou; Dewen Hu; Matti Pietikäinen; Li Liu 002 (CoRR, 2021)

Unsupervised Image Transformation Learning via Generative Adversarial Networks. - Kaiwen Zha; Yujun Shen; Bolei Zhou (CoRR, 2021)

Safe Exploration by Solving Early Terminated MDP. - Hao Sun; Ziping Xu; Meng Fang; Zhenghao Peng; Jiadong Guo; Bo Dai 002; Bolei Zhou (CoRR, 2021)

MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. - Quanyi Li; Zhenghao Peng; Zhenghai Xue; Qihang Zhang; Bolei Zhou (CoRR, 2021)

STransGAN: An Empirical Study on Transformer in GANs. - Rui Xu 014; Xiangyu Xu 002; Kai Chen 026; Bolei Zhou; Chen Change Loy (CoRR, 2021)

Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. - Ceyuan Yang; Yujun Shen; Bolei Zhou (Int. J. Comput. Vis., 2021)

Adversarial Inverse Reinforcement Learning With Self-Attention Dynamics Model. - Jiankai Sun; Lantao Yu; Pinqian Dong; Bo Lu 001; Bolei Zhou (IEEE Robotics Autom. Lett., 2021)

Texture Memory-Augmented Deep Patch-Based Image Inpainting. - Rui Xu 014; Minghao Guo; Jiaqi Wang 003; Xiaoxiao Li; Bolei Zhou; Chen Change Loy (IEEE Trans. Image Process., 2021)

SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations. - Zhenyu Li 007; Zehui Chen; Ang Li; Liangji Fang; Qinhong Jiang; Xianming Liu; Junjun Jiang; Bolei Zhou; Hang Zhao (AAAI, 2022)

Visual Sound Localization in the Wild by Cross-Modal Interference Erasing. - Xian Liu; Rui Qian 001; Hang Zhou 009; Di Hu 001; Weiyao Lin; Ziwei Liu 002; Bolei Zhou; Xiaowei Zhou 001 (AAAI, 2022)

CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers. - Runsheng Xu; Zhengzhong Tu; Hao Xiang; Wei Shao 006; Bolei Zhou; Jiaqi Ma 003 (CoRL, 2022)

Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation. - Xian Liu; Qianyi Wu; Hang Zhou 009; Yinghao Xu 001; Rui Qian 001; Xinyi Lin; Xiaowei Zhou 001; Wayne Wu; Bo Dai 002; Bolei Zhou (CVPR, 2022)

Improving GAN Equilibrium by Raising Spatial Awareness. - Jianyuan Wang; Ceyuan Yang; Yinghao Xu 001; Yujun Shen; Hongdong Li; Bolei Zhou (CVPR, 2022)

3D-aware Image Synthesis via Learning Structural and Textural Representations. - Yinghao Xu 001; Sida Peng; Ceyuan Yang; Yujun Shen; Bolei Zhou (CVPR, 2022)

Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition. - Yinghao Xu 001; Fangyun Wei; Xiao Sun 001; Ceyuan Yang; Yujun Shen; Bo Dai 002; Bolei Zhou; Stephen Lin 001 (CVPR, 2022)

Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation. - Xian Liu; Yinghao Xu 001; Qianyi Wu; Hang Zhou 009; Wayne Wu; Bolei Zhou (ECCV (37), 2022)

Learning to Drive by Watching YouTube Videos: Action-Conditioned Contrastive Policy Pretraining. - Qihang Zhang; Zhenghao Peng; Bolei Zhou (ECCV (26), 2022)

Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization. - Quanyi Li; Zhenghao Peng; Bolei Zhou (ICLR, 2022)

AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection. - Zehui Chen; Zhenyu Li; Shiquan Zhang; Liangji Fang; Qinhong Jiang; Feng Zhao 004; Bolei Zhou; Hang Zhao (IJCAI, 2022)

Human-AI Shared Control via Policy Dissection. - Quanyi Li; Zhenghao Peng; Haibin Wu; Lan Feng; Bolei Zhou (NeurIPS, 2022)

Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. - Hao Sun; Lei Han 001; Rui Yang 010; Xiaoteng Ma; Jian Guo; Bolei Zhou (NeurIPS, 2022)

Improving GANs with A Dynamic Discriminator. - Ceyuan Yang; Yujun Shen; Yinghao Xu 001; Deli Zhao; Bo Dai 002; Bolei Zhou (NeurIPS, 2022)

LocATe: End-to-end Localization of Actions in 3D with Transformers. - Jiankai Sun; Bolei Zhou; Michael J. Black; Arjun Chandrasekaran (CoRR, 2022)

Action-Conditioned Contrastive Policy Pretraining. - Qihang Zhang; Zhenghao Peng; Bolei Zhou (CoRR, 2022)

Human-AI Shared Control via Frequency-based Policy Dissection. - Quanyi Li; Zhenghao Peng; Haibin Wu; Lan Feng; Bolei Zhou (CoRR, 2022)

Exploiting Reward Shifting in Value-Based Deep RL. - Hao Sun; Lei Han 001; Rui Yang 010; Xiaoteng Ma; Jian Guo; Bolei Zhou (CoRR, 2022)

Disentangled Inference for GANs With Latently Invertible Autoencoder. - Jiapeng Zhu 001; Deli Zhao; Bo Zhang 047; Bolei Zhou (Int. J. Comput. Vis., 2022)

InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs. - Yujun Shen; Ceyuan Yang; Xiaoou Tang; Bolei Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

PlaTe: Visually-Grounded Planning With Transformers in Procedural Tasks. - Jiankai Sun; De-An Huang; Bo Lu 001; Yun-Hui Liu 001; Bolei Zhou; Animesh Garg (IEEE Robotics Autom. Lett., 2022)

CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. - Linrui Zhang; Zhenghao Peng; Quanyi Li; Bolei Zhou (CoRL, 2023)

V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception. - Runsheng Xu; Xin Xia 007; Jinlong Li; Hanzhao Li; Shuo Zhang; Zhengzhong Tu; Zonglin Meng; Hao Xiang; Xiaoyu Dong; Rui Song 007; Hongkai Yu; Bolei Zhou; et al. (CVPR, 2023)

DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis. - Yinghao Xu 001; Menglei Chai; Zifan Shi; Sida Peng; Ivan Skorokhodov; Aliaksandr Siarohin; Ceyuan Yang; Yujun Shen; Hsin-Ying Lee 001; Bolei Zhou; Sergey Tulyakov (CVPR, 2023)

One-Shot Generative Domain Adaptation. - Ceyuan Yang; Yujun Shen; Zhiyi Zhang; Yinghao Xu 001; Jiapeng Zhu 001; Zhirong Wu; Bolei Zhou (ICCV, 2023)

Guarded Policy Optimization with Imperfect Online Demonstrations. - Zhenghai Xue; Zhenghao Peng; Quanyi Li; Zhihan Liu; Bolei Zhou (ICLR, 2023)

Towards Smooth Video Composition. - Qihang Zhang; Ceyuan Yang; Yujun Shen; Yinghao Xu 001; Bolei Zhou (ICLR, 2023)

TrafficGen: Learning to Generate Diverse and Realistic Traffic Scenarios. - Lan Feng; Quanyi Li; Zhenghao Peng; Shuhan Tan; Bolei Zhou (ICRA, 2023)

V2XP-ASG: Generating Adversarial Scenes for Vehicle-to-Everything Perception. - Hao Xiang; Runsheng Xu; Xin Xia 007; Zhaoliang Zheng; Bolei Zhou; Jiaqi Ma 003 (ICRA, 2023)

ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling. - Quanyi Li; Zhenghao Mark Peng; Lan Feng; Zhizheng Liu; Chenda Duan; Wenjie Mo 002; Bolei Zhou (NeurIPS, 2023)

Learning from Active Human Involvement through Proxy Value Propagation. - Zhenghao Mark Peng; Wenjie Mo 002; Chenda Duan; Quanyi Li; Bolei Zhou (NeurIPS, 2023)

Spatial Steerability of GANs via Self-Supervision from Discriminator. - Jianyuan Wang; Ceyuan Yang; Yinghao Xu 001; Yujun Shen; Hongdong Li; Bolei Zhou (CoRR, 2023)

Next Steps for Human-Centered Generative AI: A Technical Perspective. - Xiang 'Anthony' Chen; Jeff Burke; Ruofei Du; Matthew K. Hong; Jennifer Jacobs 001; Philippe Laban; Dingzeyu Li; Nanyun Peng 001; Karl D. D. Willis; Chien-Sheng Wu; Bolei Zhou (CoRR, 2023)

Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation. - Haoyue Bai 001; Ceyuan Yang; Yinghao Xu 001; S.-H. Gary Chan; Bolei Zhou (CoRR, 2023)

SceneWiz3D: Towards Text-guided 3D Scene Composition. - Qihang Zhang; Chaoyang Wang 001; Aliaksandr Siarohin; Peiye Zhuang; Yinghao Xu 001; Ceyuan Yang; Dahua Lin; Bolei Zhou; Sergey Tulyakov; Hsin-Ying Lee 001 (CoRR, 2023)

ChemSpacE: Interpretable and Interactive Chemical Space Exploration. - Yuanqi Du; Xian Liu; Nilay Mahesh Shah; Shengchao Liu; Jieyu Zhang; Bolei Zhou (Trans. Mach. Learn. Res., 2023)

MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning. - Quanyi Li; Zhenghao Peng; Lan Feng; Qihang Zhang; Zhenghai Xue; Bolei Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

GAN Inversion: A Survey. - Weihao Xia 001; Yulun Zhang 001; Yujiu Yang; Jing-Hao Xue; Bolei Zhou; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

GH-Feat: Learning Versatile Generative Hierarchical Features From GANs. - Yinghao Xu 001; Yujun Shen; Jiapeng Zhu 001; Ceyuan Yang; Bolei Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Efficient 3D Articulated Human Generation with Layered Surface Volumes. - Yinghao Xu 001; Wang Yifan 001; Alexander W. Bergman; Menglei Chai; Bolei Zhou; Gordon Wetzstein (3DV, 2024)

FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition. - Sicheng Mo; Fangzhou Mu; Kuan Heng Lin; Yanli Liu; Bochen Guan; Yin Li 003; Bolei Zhou (CVPR, 2024)

Towards Text-guided 3D Scene Composition. - Qihang Zhang; Chaoyang Wang 001; Aliaksandr Siarohin; Peiye Zhuang; Yinghao Xu 001; Ceyuan Yang; Dahua Lin; Bolei Zhou; Sergey Tulyakov; Hsin-Ying Lee 001 (CVPR, 2024)

BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation. - Qihang Zhang; Yinghao Xu 001; Yujun Shen; Bo Dai 002; Bolei Zhou; Ceyuan Yang (CVPR, 2024)

Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance. - Kuan Heng Lin; Sicheng Mo; Ben Klingher; Fangzhou Mu; Bolei Zhou (NeurIPS, 2024)

Shared Autonomy with IDA: Interventional Diffusion Assistance. - Brandon McMahan; Zhenghao Mark Peng; Bolei Zhou; Jonathan C. Kao (NeurIPS, 2024)

SimGen: Simulator-conditioned Driving Scene Generation. - Yunsong Zhou; Michael Simon; Zhenghao Mark Peng; Sicheng Mo; Hongzi Zhu; Minyi Guo; Bolei Zhou (NeurIPS, 2024)

A Holistic Framework Towards Vision-based Traffic Signal Control with Microscopic Simulation. - Pan He; Quanyi Li; Xiaoyong Yuan; Bolei Zhou (CoRR, 2024)

Urban Scene Diffusion through Semantic Occupancy Map. - Junge Zhang; Qihang Zhang; Li Zhang; Ramana Rao Kompella; Gaowen Liu; Bolei Zhou (CoRR, 2024)

MetaUrban: A Simulation Platform for Embodied AI in Urban Spaces. - Wayne Wu; Honglin He; Yiran Wang; Chenda Duan; Jack He; Zhizheng Liu; Quanyi Li; Bolei Zhou (CoRR, 2024)

CooPre: Cooperative Pretraining for V2X Cooperative Perception. - Seth Z. Zhao; Hao Xiang; Chenfeng Xu; Xin Xia 007; Bolei Zhou; Jiaqi Ma 003 (CoRR, 2024)

Verbalized Representation Learning for Interpretable Few-Shot Generalization. - Cheng-Fu Yang; Da Yin; Wenbo Hu 006; Nanyun Peng 001; Bolei Zhou; Kai-Wei Chang (CoRR, 2024)

V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction. - 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 007; et al. (CoRR, 2024)

Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning. - Yiran Wang; Chenshu Liu; Yunfan Li; Sanae Amani; Bolei Zhou; Lin F. Yang (CoRR, 2024)

Street-View Image Generation From a Bird's-Eye View Layout. - Alexander Swerdlow; Runsheng Xu; Bolei Zhou (IEEE Robotics Autom. Lett., 2024)

Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled. - Shengchao Liu; Chengpeng Wang; Jiarui Lu; Weili Nie; Hanchen Wang 002; Zhuoxinran Li; Bolei Zhou; Jian Tang 005 (Trans. Mach. Learn. Res., 2024)

In-Domain GAN Inversion for Faithful Reconstruction and Editability. - Jiapeng Zhu 001; Yujun Shen; Yinghao Xu 001; Deli Zhao; Qifeng Chen; Bolei Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Experiment-free exoskeleton assistance via learning in simulation. - Shuzhen Luo; Menghan Jiang; Sainan Zhang; Junxi Zhu; Shuangyue Yu; Israel Dominguez Silva; Tian Wang; Elliott J. Rouse; Bolei Zhou; Hyunwoo Yuk; Xianlian Zhou 001; Hao Su 002 (Nat., 2024)

Spatial Steerability of GANs via Self-Supervision from Discriminator. - Jianyuan Wang; Lalit Bhagat; Ceyuan Yang; Yinghao Xu 001; Yujun Shen; Hongdong Li; Bolei Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Embodied Scene Understanding for Vision Language Models via MetaVQA. - Weizhen Wang; Chenda Duan; Zhenghao Peng; Yuxin Liu; Bolei Zhou (CVPR, 2025)

Towards Autonomous Micromobility through Scalable Urban Simulation. - Wayne Wu; Honglin He; Chaoyuan Zhang; Jack He; Seth Z. Zhao; Ran Gong; Quanyi Li; Bolei Zhou (CVPR, 2025)

Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation. - Ziyang Xie; Zhizheng Liu; Zhenghao Peng; Wayne Wu; Bolei Zhou (CVPR, 2025)

Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels. - Zhizheng Liu; Joe Lin; Wayne Wu; Bolei Zhou (ICLR, 2025)

MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility. - Wayne Wu; Honglin He; Jack He; Yiran Wang; Chenda Duan; Zhizheng Liu; Quanyi Li; Bolei Zhou (ICLR, 2025)

3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting. - Qihang Zhang; Yinghao Xu 001; Chaoyang Wang 001; Hsin-Ying Lee 001; Gordon Wetzstein; Bolei Zhou; Ceyuan Yang (ICLR, 2025)

Joint Optimization for 4D Human-Scene Reconstruction in the Wild. - Zhizheng Liu; Joe Lin; Wayne Wu; Bolei Zhou (CoRR, 2025)

Data-Efficient Learning from Human Interventions for Mobile Robots. - Zhenghao Peng; Zhizheng Liu; Bolei Zhou (CoRR, 2025)

X-Fusion: Introducing New Modality to Frozen Large Language Models. - Sicheng Mo; Thao Nguyen; Xun Huang; Siddharth Srinivasan Iyer; Yijun Li 001; Yuchen Liu 002; Abhishek Tandon; Eli Shechtman; Krishna Kumar Singh; Yong Jae Lee; Bolei Zhou; Yuheng Li (CoRR, 2025)

BEVCon: Advancing Bird's Eye View Perception With Contrastive Learning. - Ziyang Leng; Jiawei Yang; Zhicheng Ren; Bolei Zhou (IEEE Robotics Autom. Lett., 2025)

Dreamland: Controllable World Creation with Simulator and Generative Models. - Sicheng Mo; Ziyang Leng; Leon Liu; Weizhen Wang; Honglin He; Bolei Zhou (CoRR, 2025)

Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism. - Haoyuan Cai; Zhenghao Peng; Bolei Zhou (CoRR, 2025)

Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation. - Yuxin Liu; Zhenghao Peng; Xuanhao Cui; Bolei Zhou (CoRR, 2025)

AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning. - Zewei Zhou; Tianhui Cai; Seth Z. Zhao; Yun Zhang; Zhiyu Huang; Bolei Zhou; Jiaqi Ma 003 (CoRR, 2025)

InfGen: Scenario Generation as Next Token Group Prediction. - Zhenghao Peng; Yuxin Liu; Bolei Zhou (CoRR, 2025)

From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning. - Honglin He; Yukai Ma; Wayne Wu; Bolei Zhou (CoRR, 2025)

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction. - Zewei Zhou; Seth Z. Zhao; Tianhui Cai; Zhiyu Huang; Bolei Zhou; Jiaqi Ma 003 (CoRR, 2025)

Occupancy Learning with Spatiotemporal Memory. - Ziyang Leng; Jiawei Yang; Wenlong Yi; Bolei Zhou (CoRR, 2025)