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Yuandong Tian

Understanding Dimensional Collapse in Contrastive Self-supervised Learning

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Oct 18, 2021
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Towards Demystifying Representation Learning with Non-contrastive Self-supervision

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Oct 11, 2021
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Multi-objective Optimization by Learning Space Partitions

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Oct 10, 2021
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CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research

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Sep 17, 2021
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Learning Space Partitions for Path Planning

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Jul 14, 2021
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Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages

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Jun 29, 2021
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MADE: Exploration via Maximizing Deviation from Explored Regions

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Jun 18, 2021
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Understanding Robustness in Teacher-Student Setting: A New Perspective

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Mar 01, 2021
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Provably Efficient Policy Gradient Methods for Two-Player Zero-Sum Markov Games

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Feb 17, 2021
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Understanding self-supervised Learning Dynamics without Contrastive Pairs

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Feb 12, 2021
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