Denoising in Representation Space via Data-Dependent Regularization for Better Representation

Despite the success of deep learning models, it remains challenging for the over-parameterized model to learn good representation under small-sample-size settings. In this paper, motivated by previous work on out-of-distribution (OoD) generalization, we study the representation learning problem from...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Muyi Chen, Daling Wang, Shi Feng, Yifei Zhang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2023-05-01
Cyfres:	Mathematics
Pynciau:	deep neural network representation space fully connected layer feature extractor
Mynediad Ar-lein:	https://www.mdpi.com/2227-7390/11/10/2327
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!