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Honglak Lee

University of Michigan, Ann Arbor

IEG: Robust Neural Network Training to Tackle Severe Label Noise

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Oct 13, 2019
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A Simple Randomization Technique for Generalization in Deep Reinforcement Learning

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Oct 11, 2019
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Why Does Hierarchy Work So Well in Reinforcement Learning?

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Sep 23, 2019
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Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy

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Jul 24, 2019
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Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks

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Jun 21, 2019
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SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing

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Jun 19, 2019
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Unsupervised Learning of Object Structure and Dynamics from Videos

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Jun 19, 2019
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Zero-Shot Entity Linking by Reading Entity Descriptions

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Jun 18, 2019
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Similarity of Neural Network Representations Revisited

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May 14, 2019
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Incremental Learning with Unlabeled Data in the Wild

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Mar 29, 2019
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