Alert button
Picture for Yao-Hung Hubert Tsai

Yao-Hung Hubert Tsai

Alert button

Feature Robust Optimal Transport for High-dimensional Data

Jun 16, 2020
Mathis Petrovich, Chao Liang, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada

Figure 1 for Feature Robust Optimal Transport for High-dimensional Data
Figure 2 for Feature Robust Optimal Transport for High-dimensional Data
Figure 3 for Feature Robust Optimal Transport for High-dimensional Data
Figure 4 for Feature Robust Optimal Transport for High-dimensional Data
Viaarxiv icon

Neural Methods for Point-wise Dependency Estimation

Jun 11, 2020
Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov

Figure 1 for Neural Methods for Point-wise Dependency Estimation
Figure 2 for Neural Methods for Point-wise Dependency Estimation
Figure 3 for Neural Methods for Point-wise Dependency Estimation
Figure 4 for Neural Methods for Point-wise Dependency Estimation
Viaarxiv icon

Demystifying Self-Supervised Learning: An Information-Theoretical Framework

Jun 11, 2020
Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency

Figure 1 for Demystifying Self-Supervised Learning: An Information-Theoretical Framework
Figure 2 for Demystifying Self-Supervised Learning: An Information-Theoretical Framework
Figure 3 for Demystifying Self-Supervised Learning: An Information-Theoretical Framework
Figure 4 for Demystifying Self-Supervised Learning: An Information-Theoretical Framework
Viaarxiv icon

Interpretable Multimodal Routing for Human Multimodal Language

Apr 29, 2020
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency

Figure 1 for Interpretable Multimodal Routing for Human Multimodal Language
Figure 2 for Interpretable Multimodal Routing for Human Multimodal Language
Figure 3 for Interpretable Multimodal Routing for Human Multimodal Language
Figure 4 for Interpretable Multimodal Routing for Human Multimodal Language
Viaarxiv icon

Capsules with Inverted Dot-Product Attention Routing

Feb 26, 2020
Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

Figure 1 for Capsules with Inverted Dot-Product Attention Routing
Figure 2 for Capsules with Inverted Dot-Product Attention Routing
Figure 3 for Capsules with Inverted Dot-Product Attention Routing
Figure 4 for Capsules with Inverted Dot-Product Attention Routing
Viaarxiv icon

Complex Transformer: A Framework for Modeling Complex-Valued Sequence

Oct 22, 2019
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov

Figure 1 for Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Figure 2 for Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Figure 3 for Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Figure 4 for Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Viaarxiv icon

LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport

Sep 05, 2019
Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang

Figure 1 for LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport
Figure 2 for LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport
Figure 3 for LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport
Figure 4 for LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport
Viaarxiv icon