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Takeru Miyato

Artificial Kuramoto Oscillatory Neurons

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Oct 17, 2024
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GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers

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Oct 16, 2023
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Neural Fourier Transform: A General Approach to Equivariant Representation Learning

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May 29, 2023
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Invariance-adapted decomposition and Lasso-type contrastive learning

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Oct 13, 2022
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Unsupervised Learning of Equivariant Structure from Sequences

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Oct 12, 2022
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Contrastive Representation Learning with Trainable Augmentation Channel

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Nov 15, 2021
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Robustness to Adversarial Perturbations in Learning from Incomplete Data

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May 24, 2019
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Collaging on Internal Representations: An Intuitive Approach for Semantic Transfiguration

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Nov 26, 2018
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cGANs with Projection Discriminator

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Aug 15, 2018
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Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

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Jun 27, 2018
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