Local Mixup: Interpolation of closest input signals to prevent manifold intrusion

Author:

Baena RaphaelORCID,Drumetz Lucas,Gripon Vincent

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software,Control and Systems Engineering

Reference37 articles.

1. Deep Learning;Goodfellow,2016

2. H. Guo, Y. Mao, R. Zhang, Mixup as locally linear out-of-manifold regularization, in: Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 33, No. 01, 2019, pp. 3714–3722.

3. Decoupled weight decay regularization;Loshchilov,2017

4. Transformation invariance in pattern recognition – Tangent distance and tangent propagation;Simard;Int. J. Imaging Syst. Technol.,2001

5. Imagenet classification with deep convolutional neural networks;Krizhevsky;Adv. Neural Inf. Process. Syst.,2012

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