Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes

Dongjae Jeon; Dueun Kim; Albert No

2025 ICML ICML 2025

Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Dongjae Jeon, Dueun Kim, Albert No

Topics

Deep Learning > Models > Diffusion Models Deep Learning > Models > Generative Models Computer Vision > Generation > Image Generation

Keywords

diffusion model latent diffusion model sharpness log probability density memorization metric sharpness-aware regularization

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