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Honglak Lee

University of Michigan, Ann Arbor

Contrastive Representation Learning for Rapid Intraoperative Diagnosis of Skull Base Tumors Imaged Using Stimulated Raman Histology

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Aug 08, 2021
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Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks

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Jul 13, 2021
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Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning

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Jun 02, 2021
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Pathdreamer: A World Model for Indoor Navigation

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May 18, 2021
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Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction

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Apr 14, 2021
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Adversarial Environment Generation for Learning to Navigate the Web

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Mar 02, 2021
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State Entropy Maximization with Random Encoders for Efficient Exploration

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Feb 18, 2021
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Cross-Modal Contrastive Learning for Text-to-Image Generation

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Jan 15, 2021
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Evolving Reinforcement Learning Algorithms

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Jan 08, 2021
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Few-shot Sequence Learning with Transformers

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Dec 17, 2020
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