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Honglak Lee

University of Michigan, Ann Arbor

i-Mix: A Strategy for Regularizing Contrastive Representation Learning


Oct 17, 2020
Kibok Lee, Yian Zhu, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin, Honglak Lee

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Text as Neural Operator: Image Manipulation by Text Instruction


Aug 12, 2020
Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Honglak Lee, Irfan Essa, Weilong Yang

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Predictive Information Accelerates Learning in RL


Jul 24, 2020
Kuang-Huei Lee, Ian Fischer, Anthony Liu, Yijie Guo, Honglak Lee, John Canny, Sergio Guadarrama

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Understanding and Diagnosing Vulnerability under Adversarial Attacks


Jul 17, 2020
Haizhong Zheng, Ziqi Zhang, Honglak Lee, Atul Prakash

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An Ode to an ODE


Jun 23, 2020
Krzysztof Choromanski, Jared Quincy Davis, Valerii Likhosherstov, Xingyou Song, Jean-Jacques Slotine, Jacob Varley, Honglak Lee, Adrian Weller, Vikas Sindhwani

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* 20 pages, 9 figures 

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CompressNet: Generative Compression at Extremely Low Bitrates


Jun 14, 2020
Suraj Kiran Raman, Aditya Ramesh, Vijayakrishna Naganoor, Shubham Dash, Giridharan Kumaravelu, Honglak Lee

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Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning


May 14, 2020
Kimin Lee, Younggyo Seo, Seunghyun Lee, Honglak Lee, Jinwoo Shin

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* First two authors contributed equally, website: https://sites.google.com/view/cadm code: https://github.com/younggyoseo/CaDM 

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Time Dependence in Non-Autonomous Neural ODEs


May 06, 2020
Jared Quincy Davis, Krzysztof Choromanski, Jake Varley, Honglak Lee, Jean-Jacques Slotine, Valerii Likhosterov, Adrian Weller, Ameesh Makadia, Vikas Sindhwani

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Improved Consistency Regularization for GANs


Feb 11, 2020
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

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* Augustus Odena and Han Zhang contributed equally 

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