Hiroki Waida
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Explore the profile of Hiroki Waida including associated specialties, affiliations and a list of published articles.
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Recent Articles
1.
Waida H, Yamazaki K, Tokuhisa A, Wada M, Wada Y
Neural Netw
. 2024 Dec;
184:106966.
PMID: 39700824
Self-supervised learning for image denoising problems in the presence of denaturation for noisy data is a crucial approach in machine learning. However, theoretical understanding of the performance of the approach...
2.
Nakagawa T, Sanada Y, Waida H, Zhang Y, Wada Y, Takanashi K, et al.
Neural Netw
. 2024 Nov;
169:226-241.
PMID: 39491386
Representation learning has been increasing its impact on the research and practice of machine learning, since it enables to learn representations that can apply to various downstream tasks efficiently. However,...
3.
Zhang Y, Wada Y, Waida H, Goto K, Hino Y, Kanamori T
Neural Comput
. 2023 May;
35(7):1288-1339.
PMID: 37187163
We consider the scenario of deep clustering, in which the available prior knowledge is limited. In this scenario, few existing state-of-the-art deep clustering methods can perform well for both noncomplex...