Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks.
Claudio Filipi Gonçalves dos SantosJoão Paulo PapaPublished in: CoRR (2022)
Keyphrases
- regularization methods
- convolutional neural networks
- edge preserving
- total variation
- regularization parameter
- regularization method
- cross validation
- inverse problems
- image restoration
- decision trees
- structure tensor
- iterative methods
- spatially varying
- mumford shah
- feature extraction
- model selection
- image denoising
- least squares