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Honglak Lee

University of Michigan, Ann Arbor

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

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Nov 07, 2020
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What's in a Loss Function for Image Classification?

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Oct 30, 2020
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Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments

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Oct 28, 2020
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Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning

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Oct 23, 2020
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i-Mix: A Strategy for Regularizing Contrastive Representation Learning

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Oct 17, 2020
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Text as Neural Operator: Image Manipulation by Text Instruction

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Aug 12, 2020
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Predictive Information Accelerates Learning in RL

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Jul 24, 2020
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Understanding and Diagnosing Vulnerability under Adversarial Attacks

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Jul 17, 2020
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An Ode to an ODE

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Jun 23, 2020
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CompressNet: Generative Compression at Extremely Low Bitrates

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Jun 14, 2020
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