Adversarial Training

Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives
Ph.D. dissertation
Slides DOI Bulletin
Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
IEEE Access (Impact Factor: 3.367 in 2020; 1st place in Engineering & Computer Science (general) at Google Scholar Metrics)
PDF DOI Preprint Code
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
解釈可能な敵対的摂動を用いた頑健な注意機構の学習
言語処理学会第 26 回年次大会，2020.
PDF
解釈可能な敵対的摂動を用いた頑健な注意機構の学習