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11/29/2022
HashEncoding: Autoencoding with Multiscale Coordinate Hashing
We present HashEncoding, a novel autoencoding architecture that leverage...
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06/10/2022
Is Self-Supervised Learning More Robust Than Supervised Learning?
Self-supervised contrastive learning is a powerful tool to learn visual ...
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01/28/2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation
Unsupervised Domain Adaptation (UDA), a branch of transfer learning wher...
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09/23/2019
Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
Hierarchical reinforcement learning has demonstrated significant success...
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11/08/2018
Modular Architecture for StarCraft II with Deep Reinforcement Learning
We present a novel modular architecture for StarCraft II AI. The archite...
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02/27/2017
Reinforcement Learning with Deep Energy-Based Policies
We propose a method for learning expressive energy-based policies for co...
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11/15/2016