A Systematic Approach to Robustness Modelling for Deep Convolutional Neural Networks. (arXiv:2401.13751v1 [cs.LG])

Convolutional neural networks have shown to be widely applicable to a large number of fields when large amounts of labelled data are available. The recent trend has been to use models with increasingly larger sets of tunable parameters to increase mo...