2023
Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks
AAAI 2023technical
We leverage probabilistic models of neural representations to investigate how residual networks fit classes. To this end, we estimate class-conditional density models for representations learned by deep ResNets. We then use these models to characterize distributions of representations across learned…