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most citedPrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification

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cs.CV2026

What Pixels Are Enough? SEAMS: Sufficiency Saliency via MSE-Preservation Soft-Masks

Magdalena Trędowicz, Łukasz Struski, Arkadiusz Lewicki +4

Saliency maps are most useful when they identify the image regions that are sufficient to preserve a model's behaviour. We introduce SEAMS, a sufficiency-based saliency method that…