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Sosuke Ito
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 2
Top Topics
Diffusion Model
Bregman Divergences
Bias Variance
Trade Off
Top Venues
CoRR
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Publications
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Kotaro Ikeda
,
Tomoya Uda
,
Daisuke Okanohara
,
Sosuke Ito
Speed-accuracy trade-off for the diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport.
CoRR
(2024)
Artemy Kolchinsky
,
Andreas Dechant
,
Kohei Yoshimura
,
Sosuke Ito
Information geometry of excess and housekeeping entropy production.
CoRR
(2022)