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Causal Attribution via Activation Patching

CAAP estimates vision transformer patch contributions by directly intervening on internal activations, yielding more faithful and localized attributions than existing methods.

Amirmohammad Izadi, Mohammadali Banayeeanzade, Alireza Mirrokni, Hosein Hasani and 3 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 0/5