Academic or research source. Check the methodology, sample size, and whether it's been replicated.
The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning
Autonomous (noise-agnostic) generative models, such as Equilibrium Matching and blind diffusion, challenge the standard paradigm by learning a single, time-invariant vector field that operates without explicit…
The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning
TLDR
Autonomous (noise-agnostic) generative models, such as Equilibrium Matching and blind diffusion, challenge the standard paradigm by learning a single, time-invariant vector field that operates without explicit…