A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle
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In three linesTheoretical paper on mechanistic interpretability of vision models. Proposes a distributional framework using KL-minimal optimization to interpret internal feature activations, addressing biases in heuristic methods (top-K retrieval, regularized optimization). Implementation via energy-guided diffusion posterior sampling, validated on DINOv3.Read source
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