Chen, Annie S

13 publications

ICLR 2025 Safety Representations for Safer Policy Learning Kaustubh Mani, Vincent Mai, Charlie Gauthier, Annie S Chen, Samer B. Nashed, Liam Paull

ICLRW 2024 Calibrating Language Models with Adaptive Temperature Scaling Johnathan Xie, Annie S Chen, Yoonho Lee, Eric Mitchell, Chelsea Finn

ICLR 2024 Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features Annie S Chen, Yoonho Lee, Amrith Setlur, Sergey Levine, Chelsea Finn

ICML 2024 RLVF: Learning from Verbal Feedback Without Overgeneralization Moritz Pascal Stephan, Alexander Khazatsky, Eric Mitchell, Annie S Chen, Sheryl Hsu, Archit Sharma, Chelsea Finn

ICLR 2024 Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Wenjia Xie, Yoonho Lee, Annie S Chen, Chelsea Finn

NeurIPSW 2023 AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data Caroline Choi, Yoonho Lee, Annie S Chen, Allan Zhou, Aditi Raghunathan, Chelsea Finn

NeurIPSW 2023 Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings Annie S Chen, Yoonho Lee, Amrith Setlur, Sergey Levine, Chelsea Finn

ICLRW 2023 Project with Source, Probe with Target: Extracting Useful Features for Adaptation to Distribution Shifts Annie S Chen, Yoonho Lee, Amrith Setlur, Sergey Levine, Chelsea Finn

ICLR 2023 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee, Annie S Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, Chelsea Finn

NeurIPSW 2022 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee, Annie S Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, Chelsea Finn

NeurIPSW 2022 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee, Annie S Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, Chelsea Finn

ICMLW 2022 You Only Live Once: Single-Life Reinforcement Learning via Learned Reward Shaping Annie S Chen, Archit Sharma, Sergey Levine, Chelsea Finn

ICML 2021 Just Train Twice: Improving Group Robustness Without Training Group Information Evan Z Liu, Behzad Haghgoo, Annie S Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, Chelsea Finn