ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers
Residual-aware Layer-wise Relevance Propagation (ResLRP) is introduced, a simple extension of LRP whose propagation rules explicitly account for cancellations in residual branches, are exactly conservative, and provably bound relevance explosion.
Jim Berend, Reduan Achtibat, Daniel Schäffer et al.
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