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Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback


May 24, 2023
Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher D. Manning

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Neural Functional Transformers


May 22, 2023
Allan Zhou, Kaien Yang, Yiding Jiang, Kaylee Burns, Winnie Xu, Samuel Sokota, J. Zico Kolter, Chelsea Finn

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Permutation Equivariant Neural Functionals


Feb 27, 2023
Allan Zhou, Kaien Yang, Kaylee Burns, Yiding Jiang, Samuel Sokota, J. Zico Kolter, Chelsea Finn

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NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis


Jan 18, 2023
Allan Zhou, Moo Jin Kim, Lirui Wang, Pete Florence, Chelsea Finn

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Unsupervised language models for disease variant prediction


Dec 07, 2022
Allan Zhou, Nicholas C. Landolfi, Daniel C. O'Neill

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* Machine Learning for Structural Biology Workshop, NeurIPS 2022 

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Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations


Oct 25, 2022
Huaxiu Yao, Xinyu Yang, Allan Zhou, Chelsea Finn

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Do Deep Networks Transfer Invariances Across Classes?


Mar 18, 2022
Allan Zhou, Fahim Tajwar, Alexander Robey, Tom Knowles, George J. Pappas, Hamed Hassani, Chelsea Finn

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Policy Architectures for Compositional Generalization in Control


Mar 10, 2022
Allan Zhou, Vikash Kumar, Chelsea Finn, Aravind Rajeswaran

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Noether Networks: Meta-Learning Useful Conserved Quantities


Dec 06, 2021
Ferran Alet, Dylan Doblar, Allan Zhou, Joshua Tenenbaum, Kenji Kawaguchi, Chelsea Finn

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* Accepted to NeurIPS '21. The first two authors contributed equally 

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Discriminator Augmented Model-Based Reinforcement Learning


Mar 30, 2021
Behzad Haghgoo, Allan Zhou, Archit Sharma, Chelsea Finn

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