Variational Resampling Based Assessment of Deep Neural Networks under Distribution Shift

Xudong Sun, Alexej Gossmann, Yu Wang +1

A novel variational inference based resampling framework is proposed to evaluate the robustness and generalization capability of deep learning models with respect to distribution s…