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Understanding Generalization through Decision Pattern Shift

Decision Pattern Shift uses GradCAM channel contributions to define generalization as stable internal decision patterns, finding DPS correlates linearly with the generalization gap and unifies failure modes.

Huiqi Deng, Yibo Li, Quanshi Zhang, Peng Zhang and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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strict 1/5