Piotr Teterwak

Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers

2021 · arXiv (Cornell University)

A discriminatively trained neural net classifier can fit the training data perfectly if all information about its input other than class membership has been discarded prior to the output layer. Surprisingly, past research has discovered …