- 1668. J. Chen, Y. Shimizu, L. Sun, M. Tomizuka, W. Zhan. Constrained Iterative LQG for Real-Time Chance-Constrained Gaussian Belief Space Planning. , IROS 2021.
- 1667. H. Ma, J. Chen, SE. Li, X. Zhang, S. Zheng, J. Chen. Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function. , IROS 2021.
- 1666. B. Peng, Y. Mu, J. Duan, Y. Guan, SE. Li, J. Chen. Separated Proportional-Integral Lagrangian for Chance Constrained Reinforcement Learning. , IV 2021.
- 1665. J. Li, L. Sun, J. Chen, M. Tomizuka, W. Zhan. A Safe Hierarchical Planning Framework for Complex Driving Scenarios based on Reinforcement Learning. , ICRA 2021.
- 1664. L. Xin, Y. Kong, SE. Li, J. Chen, Y. Guan, M. Tomizuka, B. Cheng. Enable faster and smoother spatio-temporal trajectory planning for autonomous vehicles in constrained dynamic environment. , Journal of Automobile Engineering, 2021.
- 1663. J. Chen, S. Li, and M. Tomizuka. Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning. , T-ITS 2021.
- 1662. Chenxu Hu, Qiao Tian, Tingle Li , Yuping Wang, Yuxuan Wang, Hang Zhao. Neural Dubber: Dubbing for Silent Videos According to Scripts. , NeurIPS 2021.
- 1661. Cordelia Schmid, Nir Shavit, Yuning Chai, Dragomir Anguelov. What Makes Multimodal Learning Better than Single (Provably). , NeurIPS 2021.
- 1660. Junru Gu, Chen Sun, Hang Zhao. DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets. , ICCV 2021.
- 1659. Lu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin, Jiyang Gao, Chen Sun,. HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps. , CVPR 2021.
- 1658. Zihui Xue, Sucheng Ren, Zhengqi Gao, Hang Zhao. Multimodal Knowledge Expansion. , ICCV 2021.
- 1657. Scott Ettinger, et al. Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset. , ICCV 2021.
- 1656. Tianyu Hua, Wenxiao Wang, Zihui Xue, Yue Wang, Sucheng Ren, Hang Zhao. On Feature Decorrelation in Self-Supervised Learning . , ICCV 2021.
- 1655. Yue Wang, Vitor Campagnolo Guizilini, Tianyuan Zhang, Yilun Wang, Hang Zhao, Justin Solomon. DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries. , CoRL 2021.
- 1654. Chenxu Hu, Qiao Tian, Tingle Li, Yuping Wang, Yuxuan Wang, Hang Zhao. Neural Dubber: Dubbing for Videos According to Scripts. , NeurIPS 2021.
- 1653. Wenling Shang, Xiaofei Wang, Aravind Srinivas, Aravind Rajeswaran, Yang Gao, Pieter Abbeel, Michael Laskin. Reinforcement Learning with Latent Flow. , NeurIPS 2021.
- 1652. Weirui Ye, Shaohuai Liu, Thanard Kurutach, Pieter Abbeel, Yang Gao. Mastering Atari Games with Limited Data. , NeurIPS 2021.
- 1651. Chuan Wen, Jierui Lin, Jianing Qian, Yang Gao, Dinesh Jayaraman. Keyframe-Focused Visual Imitation Learning. , ICML 2021.