14h ago

Colored Noise Sampling Improves Diffusion Model FID Scores

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Excited to share Colored Noise Sampling (CNS)!🎉 Instead of injecting white noise, our SDE sampler exploits the inherent spectral bias of diffusion models. We dynamically color the injected noise to focus on frequencies where details are missing, substantially improving FID.🧵1/9

11:00 PM · May 28, 2026 View on X