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Multitask Vision-Language Prompt Tuning


Dec 05, 2022
Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell

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* Preprint 

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TEMPERA: Test-Time Prompting via Reinforcement Learning


Nov 21, 2022
Tianjun Zhang, Xuezhi Wang, Denny Zhou, Dale Schuurmans, Joseph E. Gonzalez

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On Optimizing the Communication of Model Parallelism


Nov 10, 2022
Yonghao Zhuang, Hexu Zhao, Lianmin Zheng, Zhuohan Li, Eric P. Xing, Qirong Ho, Joseph E. Gonzalez, Ion Stoica, Hao Zhang

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Using Language to Extend to Unseen Domains


Oct 20, 2022
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anja Rohrbach

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Spectral Decomposition Representation for Reinforcement Learning


Aug 19, 2022
Tongzheng Ren, Tianjun Zhang, Lisa Lee, Joseph E. Gonzalez, Dale Schuurmans, Bo Dai

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* The first two authors contribute equally 

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Autonomously Untangling Long Cables


Jul 16, 2022
Vainavi Viswanath, Kaushik Shivakumar, Justin Kerr, Brijen Thananjeyan, Ellen Novoseller, Jeffrey Ichnowski, Alejandro Escontrela, Michael Laskey, Joseph E. Gonzalez, Ken Goldberg

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POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging


Jul 15, 2022
Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph E. Gonzalez

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* Proceedings of the 39th International Conference on Machine Learning 2022 (ICML 2022) 

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Making Linear MDPs Practical via Contrastive Representation Learning


Jul 14, 2022
Tianjun Zhang, Tongzheng Ren, Mengjiao Yang, Joseph E. Gonzalez, Dale Schuurmans, Bo Dai

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* ICML 2022. The first two authors contribute equally 

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