Modelpedia
Work in progress
About
Findings
Models
Concepts
Methods
Datasets
Sources
Light
Dark
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
2025-01-22
· ICLR 2025 Poster ·
anchor
Findings
IC-023
Local scaling, rank, and complexity of Stable Diffusion correlate with generation aesthetics, diversity, and memorization
IC-024
Reward model trained on local scaling of Stable Diffusion can guide generation to increase diversity and aesthetic scores