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Zerui Shao

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نسخة أولية وصول مفتوح

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

Haoqian Zhang, Ziyuan Yang, Zerui Shao وآخرون · 2026

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 particularly limiti …

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