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Honglak Lee

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Few-shot Sequence Learning with Transformers

Dec 17, 2020
Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam

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Text-to-Image Generation Grounded by Fine-Grained User Attention

Nov 07, 2020
Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

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What's in a Loss Function for Image Classification?

Oct 30, 2020
Simon Kornblith, Honglak Lee, Ting Chen, Mohammad Norouzi

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Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments

Oct 28, 2020
Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh

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Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning

Oct 23, 2020
Guangxiang Zhu, Minghao Zhang, Honglak Lee, Chongjie Zhang

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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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