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SIDDA: SInkhorn Dynamic Domain Adaptation for image classification with equivariant neural networks

Modern neural networks (NNs) often do not generalize well in the presence of a ‘covariate shift’; that is, in situations where the training and test data distributions differ, but the conditional distribution of classification labels given the data remains unchanged. In such cases, NN generalization...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Sneh Pandya, Purvik Patel, Brian D Nord, Mike Walmsley, Aleksandra Ćiprijanović
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: IOP Publishing 2025-01-01
Cyfres:Machine Learning: Science and Technology
Pynciau:
Mynediad Ar-lein:https://doi.org/10.1088/2632-2153/adf701
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!