Zhou, Allan

19 publications

ICLR 2025 Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws Yiding Jiang, Allan Zhou, Zhili Feng, Sadhika Malladi, J Zico Kolter

ICLR 2024 Neural Processing of Tri-Plane Hybrid Neural Fields Adriano Cardace, Pierluigi Zama Ramirez, Francesco Ballerini, Allan Zhou, Samuele Salti, Luigi di Stefano

ICLR 2024 Robot Fleet Learning via Policy Merging Lirui Wang, Kaiqing Zhang, Allan Zhou, Max Simchowitz, Russ Tedrake

NeurIPS 2024 Universal Neural Functionals Allan Zhou, Chelsea Finn, James Harrison

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

TMLR 2023 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Xinyu Yang, Huaxiu Yao, Allan Zhou, Chelsea Finn

CVPR 2023 NeRF in the PaLM of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis Allan Zhou, Moo Jin Kim, Lirui Wang, Pete Florence, Chelsea Finn

NeurIPS 2023 Neural Functional Transformers Allan Zhou, Kaien Yang, Yiding Jiang, Kaylee Burns, Winnie Xu, Samuel Sokota, J. Zico Kolter, Chelsea Finn

NeurIPS 2023 Permutation Equivariant Neural Functionals Allan Zhou, Kaien Yang, Kaylee Burns, Adriano Cardace, Yiding Jiang, Samuel Sokota, J. Zico Kolter, Chelsea Finn

ICML 2023 Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning Evan Zheran Liu, Sahaana Suri, Tong Mu, Allan Zhou, Chelsea Finn

ICLR 2022 Do Deep Networks Transfer Invariances Across Classes? Allan Zhou, Fahim Tajwar, Alexander Robey, Tom Knowles, George J. Pappas, Hamed Hassani, Chelsea Finn

NeurIPSW 2022 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Huaxiu Yao, Xinyu Yang, Allan Zhou, Chelsea Finn

ICMLW 2022 Policy Architectures for Compositional Generalization in Control Allan Zhou, Vikash Kumar, Chelsea Finn, Aravind Rajeswaran

NeurIPSW 2022 Policy Architectures for Compositional Generalization in Control Allan Zhou, Vikash Kumar, Chelsea Finn, Aravind Rajeswaran

NeurIPSW 2022 Unsupervised Language Models for Disease Variant Prediction Allan Zhou, Nicholas Charles Landolfi, Dan O'Neill

NeurIPSW 2021 Discriminator Augmented Model-Based Reinforcement Learning Behzad Haghgoo, Allan Zhou, Archit Sharma, Chelsea Finn

ICLR 2021 Meta-Learning Symmetries by Reparameterization Allan Zhou, Tom Knowles, Chelsea Finn

NeurIPS 2021 Noether Networks: Meta-Learning Useful Conserved Quantities Ferran Alet, Dylan Doblar, Allan Zhou, Josh Tenenbaum, Kenji Kawaguchi, Chelsea Finn

ICLR 2020 Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards Allan Zhou, Eric Jang, Daniel Kappler, Alex Herzog, Mohi Khansari, Paul Wohlhart, Yunfei Bai, Mrinal Kalakrishnan, Sergey Levine, Chelsea Finn