loss-curvature

Tag

Cards List
#loss-curvature

Loss Curvature as a Sampling-Free Proxy for Memorization in Diffusion Models

arXiv cs.LG ↗ · 2026-10-15 Cached

该论文提出使用输入损失曲率(扩散模型训练损失Hessian的Frobenius范数)作为无需采样的代理指标,用于量化模型层面和样本层面的记忆化现象,并证明了反事实记忆化由留一模型的输入曲率所控制。

0 favorites 0 likes
← Back to home

Submit Feedback