论文研究 arXiv cs.LG Mon, 20 Jul 2026 正文 thin 4 words

Diffusion models recover accurate mixture weights despite score function insensitivity

英文标题:Diffusion models recover accurate mixture weights despite score function insensitivity

arXiv:2607.15485v1 Announce Type: new Abstract: Score-based generative models exhibit a puzzling behavior: they often appear to cover all modes of a target multimodal distribution and yet may fail to learn the correct relative mode amplitudes, which can be interpreted as mixture weights. We resolve
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arXiv:2607.15485v1 Announce Type: new Abstract: Score-based generative models exhibit a puzzling behavior: they often appear to cover all modes of a target multimodal distribution and yet may fail to learn the correct relative mode amplitudes, which can be interpreted as mixture weights. We resolve

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