幡谷龍一郎 (Ryuichiro Hataya) - マイポータル

基本情報

J-GLOBAL ID: 202101005273160308
researchmap会員ID: R000025815

学歴

2019年9月 - 2022年9月

東京大学, 大学院情報理工学系研究科, 創造情報学専攻

論文

Self-attention Networks Localize When QK-eigenspectrum Concentrates.

Han Bao 0002, Ryuichiro Hataya, Ryo Karakida

Forty-first International Conference on Machine Learning(ICML) 2024年
Sketch-based semantic retrieval of medical images

Kazuma Kobayashi, Lin Gu, Ryuichiro Hataya, Takaaki Mizuno, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Yasuyuki Takamizawa, Yukihiro Yoshida, Satoshi Nakamura …

Medical Image Analysis 103060-103060 2023年12月
Will Large-scale Generative Models Corrupt Future Datasets?

Ryuichiro Hataya, Han Bao 0002, Hiromi Arai

ICCV 20498-20508 2023年
Will Large-scale Generative Models Corrupt Future Datasets?

Ryuichiro Hataya, Han Bao 0002, Hiromi Arai

ICCV 2023年査読有り筆頭著者
Sketch-based Medical Image Retrieval.

Kazuma Kobayashi, Lin Gu 0003, Ryuichiro Hataya, Takaaki Mizuno, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Yasuyuki Takamizawa, Yukihiro Yoshida, Satoshi Nakamura …

CoRR abs/2303.03633 2023年
Nystrom Method for Accurate and Scalable Implicit Differentiation.

Ryuichiro Hataya, Makoto Yamada

AISTATS 2023 2023年筆頭著者
Noncommutative C*-algebra Net: Learning Neural Networks with Powerful Product Structure in C*-algebra.

Ryuichiro Hataya, Yuka Hashimoto

CoRR abs/2302.01191 2023年
Meta Approach to Data Augmentation Optimization.

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama

IEEE/CVF Winter Conference on Applications of Computer Vision(WACV) 3535-3544 2022年
DJMix: Unsupervised Task-agnostic Image Augmentation for Improving Robustness of Convolutional Neural Networks.

Ryuichiro Hataya, Hideki Nakayama

IJCNN 1-8 2022年
Graph Energy-based Model for Substructure Preserving Molecular Design.

Ryuichiro Hataya, Hideki Nakayama, Kazuki Yoshizoe

CoRR abs/2102.04600 2021年2月
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval.

Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, Masamichi Takahashi, Akiko Nakagawa, Tatsuya Harada, Ryuji Hamamoto

CoRR abs/2103.12328 2021年
Visualizing Association in Exemplar-Based Classification.

Taiga Kashima, Ryuichiro Hataya, Hideki Nakayama

IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP) 1780-1784 2021年
Decomposing normal and abnormal features of medical images for content-based image retrieval of glioma imaging.

Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, Masamichi Takahashi, Akiko Nakagawa, Tatsuya Harada, Ryuji Hamamoto

Medical Image Analysis 74 102227-102227 2021年
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval

Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto

CoRR abs/2011.06224 2020年11月12日
Unsupervised Brain Abnormality Detection Using High Fidelity Image Reconstruction Networks

Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Amina Bolatkan, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Naoki Mihara, Jun Itami, Tatsuya Harada …

CoRR abs/2005.12573 2020年5月26日査読有り
Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation.

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama

Computer Vision - ECCV 2020 - 16th European Conference 1-16 2020年
LOL: Learning To Optimize Loss Switching Under Label Noise.

Ryuichiro Hataya, Hideki Nakayama

2019 IEEE International Conference on Image Processing(ICIP) 3621-3625 2019年

幡谷龍一郎

基本情報

学歴

論文

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