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Attributing HOW, Not Just WHICH: Counterfactual Response Trajectories for Diffusion Models

Zhang, Haoqian et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitiongraphics
Diffusion models have achieved remarkable success in image generation, yet tracing their outputs to individual training examples remains challenging. Existing attribution methods often compress factor-specific effects into scalar responses, making distinct internal changes indistinguishable. This is
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