Takumi Nakagawa | DeepAI

DeepAI

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Featured Co-authors

Takafumi Kanamori
17 publications
Yuhui Zhang
14 publications
Kosaku Takanashi
6 publications
Yuichiro Wada
6 publications
Léo Andéol
6 publications
Hiroki Waida
3 publications
Tomonori Yamada
2 publications
Yutaro Sanada
1 publication

research

∙ 04/19/2023

Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning

Representation learning has been increasing its impact on the research a...

0 Takumi Nakagawa, et al. ∙

research

∙ 04/01/2023

Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis

Contrastive learning is an efficient approach to self-supervised represe...

0 Hiroki Waida, et al. ∙