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most citedFrom Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis

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cs.CR2025

SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation

Yunsung Chung, Yunbei Zhang, Nassir Marrouche +1

Advances in generative models have transformed the field of synthetic image generation for privacy-preserving data synthesis (PPDS). However, the field lacks a comprehensive survey…