CASE removes gradient components shared with confused classes to produce more class-distinct saliency maps, validated on a top-k overlap diagnostic where many existing methods show class-insensitive behavior.
Sanity checks for saliency maps
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CASE: Contrastive Activation for Saliency Estimation
CASE removes gradient components shared with confused classes to produce more class-distinct saliency maps, validated on a top-k overlap diagnostic where many existing methods show class-insensitive behavior.