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R Devon Hjelm

Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes

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Sep 07, 2022
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The Sandbox Environment for Generalizable Agent Research (SEGAR)

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Mar 19, 2022
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Robust Contrastive Learning against Noisy Views

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Jan 12, 2022
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Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL

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Jun 04, 2021
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Understanding by Understanding Not: Modeling Negation in Language Models

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May 07, 2021
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Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations

Oct 22, 2020
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Implicit Regularization in Deep Learning: A View from Function Space

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Aug 03, 2020
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Representation Learning with Video Deep InfoMax

Jul 28, 2020
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Data-Efficient Reinforcement Learning with Momentum Predictive Representations

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Jul 12, 2020
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Deep Reinforcement and InfoMax Learning

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Jun 12, 2020
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