Takumi Nakagawa

Identifiers

• name variant Takumi Nakagawa 0.60 · backfill

Papers (4)

1. Scaling-based Data Augmentation for Generative Models and its Theoretical Extension stat.ML · 2024 · author #2
2. Robust VAEs via Generating Process of Noise Augmented Data cs.LG · 2024 · author #5
3. Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning stat.ML · 2023 · author #1
4. Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis cs.LG · 2023 · author #4

Mentions

• 2410.20780 #2 · arxiv_oai · confidence 0.70 Takumi Nakagawa
• 2407.18632 #5 · arxiv_oai · confidence 0.70 Takumi Nakagawa
• 2304.00395 #4 · arxiv_oai · confidence 0.70 Takumi Nakagawa
• 2304.09552 #1 · arxiv_oai · confidence 0.70 Takumi Nakagawa

Frequent Coauthors

• Hiroki Waida 4 shared papers
• Takafumi Kanamori 4 shared papers
• Yuhui Zhang 3 shared papers
• Yuichiro Wada 3 shared papers
• Hiroo Irobe 1 shared papers
• Kimihiro Yamazaki 1 shared papers
• K\=osaku Takanashi 1 shared papers
• L\'eo And\'eol 1 shared papers
• Tomonori Yamada 1 shared papers
• Wataru Aoki 1 shared papers
• Yoshitaka Koike 1 shared papers
• Yutaro Sanada 1 shared papers