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Singular-Value-Decomposition-Based Matrix Surgery

This paper is motivated by the need to stabilise the impact of deep learning (DL) training for medical image analysis on the conditioning of convolution filters in relation to model overfitting and robustness. We present a simple strategy to reduce square matrix condition numbers and investigate its...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Jehan Ghafuri, Sabah Jassim
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2024-08-01
Cyfres:Entropy
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/1099-4300/26/8/701
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!