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09/30/2022
GM-VAE: Representation Learning with VAE on Gaussian Manifold
We propose a Gaussian manifold variational auto-encoder (GM-VAE) whose l...
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08/31/2022
Style-Agnostic Reinforcement Learning
We present a novel method of learning style-agnostic representation usin...
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05/25/2022
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
We present a rotated hyperbolic wrapped normal distribution (RoWN), a si...
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08/31/2021
Semi-supervised Image Classification with Grad-CAM Consistency
Consistency training, which exploits both supervised and unsupervised le...
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02/03/2021