Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data

Rui Hu, Jitao Sang, Jinqiang Wang +1

Deep network models perform excellently on In-Distribution (ID) data, but can significantly fail on Out-Of-Distribution (OOD) data. While developing methods focus on improving OOD…