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Yukara Ikemiya

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#artificial intelligence Preprint Sep 2026

Distilling Diffusion Score Discrepancy for Efficient Training Data Attribution

Training data attribution for diffusion models aims to identify the training samples that influence a generated instance, but existing methods either require costly per-sample gradient computation or query-specific model optimization. Moreover, most methods attribute changes in a proxy loss rather than changes in the a...

Shi-Xuan Liu, Joan Serrà, Kin-Wai Cheuk et al. · 0 citations

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