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Takumi Nakagawa
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 6
Top Topics
Denoising
Cosine Similarity
Numerical Simulations
Supervised Learning
Top Venues
CoRR
INTERSPEECH
ECML/PKDD (4)
Neural Networks
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Publications
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Hiroo Irobe
,
Wataru Aoki
,
Kimihiro Yamazaki
,
Yuhui Zhang
,
Takumi Nakagawa
,
Hiroki Waida
,
Yuichiro Wada
,
Takafumi Kanamori
Robust VAEs via Generating Process of Noise Augmented Data.
CoRR
(2024)
Takumi Nakagawa
,
Yutaro Sanada
,
Hiroki Waida
,
Yuhui Zhang
,
Yuichiro Wada
,
Kosaku Takanashi
,
Tomonori Yamada
,
Takafumi Kanamori
Denoising cosine similarity: A theory-driven approach for efficient representation learning.
Neural Networks
169 (2024)
Takumi Nakagawa
,
Yutaro Sanada
,
Hiroki Waida
,
Yuhui Zhang
,
Yuichiro Wada
,
Kosaku Takanashi
,
Tomonori Yamada
,
Takafumi Kanamori
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning.
CoRR
(2023)
Hiroki Waida
,
Yuichiro Wada
,
Léo Andéol
,
Takumi Nakagawa
,
Yuhui Zhang
,
Takafumi Kanamori
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis.
CoRR
(2023)
Hiroki Waida
,
Yuichiro Wada
,
Léo Andéol
,
Takumi Nakagawa
,
Yuhui Zhang
,
Takafumi Kanamori
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis.
ECML/PKDD (4)
(2023)
Yutaro Sanada
,
Takumi Nakagawa
,
Yuichiro Wada
,
Kosaku Takanashi
,
Yuhui Zhang
,
Kiichi Tokuyama
,
Takafumi Kanamori
,
Tomonori Yamada
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches.
INTERSPEECH
(2022)