Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks.
Claudio Filipi Goncalves dos SantosJoão Paulo PapaPublished in: ACM Comput. Surv. (2022)
Keyphrases
- regularization methods
- convolutional neural networks
- edge preserving
- regularization parameter
- regularization method
- total variation
- cross validation
- inverse problems
- decision trees
- image restoration
- structure tensor
- denoising
- global optimization
- image processing
- noise reduction
- image reconstruction
- higher order
- iterative methods
- multiresolution