most citedUnderstanding and Testing Generalization of Deep Networks on Out-of-Distribution Data

4 citations · 4 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 4 cited

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…