Layer-Specific Optimization: Sensitivity Based Convolution Layers Basis Search

Vasiliy Alekseev, Ilya Lukashevich, Ilia Zharikov +1

Deep neural network models have a complex architecture and are overparameterized. The number of parameters is more than the whole dataset, which is highly resource-consuming. This…