CT-CM

To systematically train the first large-scale and stable "Continuous-time CM," we integrate EDM's parameterization with the Flow Matching perspective (TrigFlow) and systematically address the instability issues in CM training. CT-CM's formulation is elegantly expressed through TrigFlow.

TrigFlow

CT-CM +

Flow Matching

Simplifying, Stabilizing and Scaling Continuous-time Consistency...

Consistency models (CMs) are a powerful class of diffusion-based generative models optimized for fast sampling. Most existing CMs are trained using discretized timesteps, which introduce additional...

https://openreview.net/forum?id=LyJi5ugyJx

CT-CM

TrigFlow

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