Robust Representation Learning via Perceptual Similarity Metrics

Saeid Asgari Taghanaki, Kristy Choi, Amir Khasahmadi +1

A fundamental challenge in artificial intelligence is learning useful representations of data that yield good performance on a downstream task, without overfitting to spurious inpu…