Hataya, Ryuichiro

10 publications

TMLR 2025 An Empirical Study of Pre-Trained Model Selection for Out-of-Distribution Generalization and Calibration Hiroki Naganuma, Ryuichiro Hataya, Kotaro Yoshida, Ioannis Mitliagkas

ICMLW 2024 Automatic Domain Adaptation by Transformers in In-Context Learning Ryuichiro Hataya, Kota Matsui, Masaaki Imaizumi

ICML 2024 Self-Attention Networks Localize When QK-Eigenspectrum Concentrates Han Bao, Ryuichiro Hataya, Ryo Karakida

ICMLW 2024 Transformers as Stochastic Optimizers Ryuichiro Hataya, Masaaki Imaizumi

AISTATS 2023 Nyström Method for Accurate and Scalable Implicit Differentiation Ryuichiro Hataya, Makoto Yamada

ICCV 2023 Will Large-Scale Generative Models Corrupt Future Datasets? Ryuichiro Hataya, Han Bao, Hiromi Arai

WACV 2022 Meta Approach to Data Augmentation Optimization Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama

ICLRW 2021 Graph Energy-Based Model for Molecular Graph Generation Ryuichiro Hataya, Hideki Nakayama, Kazuki Yoshizoe

ECCV 2020 Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation Ryuichiro Hataya, Zdenek Jan, Kazuki Yoshizoe, Hideki Nakayama

ICLRW 2019 Unifying Semi-Supervised and Robust Learning by Mixup Ryuichiro Hataya, Hideki Nakayama