wangkai930418/awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

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Organizes 500+ diffusion model papers across 20+ specialized research areas including image restoration, personalization, editing, and generation tasks with granular subcategories. Provides structured taxonomy covering emerging applications like visual illusions, virtual try-on, drag-based editing, and layout-guided generation that extends beyond standard text-to-image frameworks. Serves as a living research index with peer-reviewed papers linked to official implementations, project pages, and code repositories across CVPR, ICCV, ECCV, and other major venues.

2,168 stars. Actively maintained with 5 commits in the last 30 days.

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Maturity 8 / 25
Community 16 / 25

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Mar 16, 2026

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