Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples

Weiwei Li, Junzhuo Liu, Yuanyuan Ren +3

Deep learning models are known to often learn features that spuriously correlate with the class label during training but are irrelevant to the prediction task. Existing methods ty…