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Nagano, Yoshihiro
4 publications
TMLR
2026
Overcoming Output Dimension Collapse: When Sparsity Enables Zero-Shot Brain-to-Image Reconstruction at Small Data Scales
Kenya Otsuka
,
Yoshihiro Nagano
,
Yukiyasu Kamitani
ICLR
2026
Readout Representation: Redefining Neural Codes by Input Recovery
Shunsuke Onoo
,
Yoshihiro Nagano
,
Yukiyasu Kamitani
ICML
2022
On the Surrogate Gap Between Contrastive and Supervised Losses
Han Bao
,
Yoshihiro Nagano
,
Kento Nozawa
ICML
2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
Yoshihiro Nagano
,
Shoichiro Yamaguchi
,
Yasuhiro Fujita
,
Masanori Koyama