Entity · technique

Continuous-Time Consistency Models

techniqueactivecontinuous-time-consistency-models-94fd69bd·1 events·first seen May 20, 2026

Aliases: Continuous-Time Consistency Models

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More like this (12)

Latent Consistency Models continuous diffusion language model Dynamic-Probabilistic Consistency Gap Time Series Foundation Models Co-LMLM: Continuous-Query Limited Memory Language Models consistency training Diffusion Models open-checkpoint models Chain-of-Thought Self-Consistency state space model Consistency Training Can Entrench Misalignment Cross-sample Consistency Regularization

Recent events (1)

7Openai Blog·May 20, 2026·source ↗

Simplifying, Stabilizing, and Scaling Continuous-Time Consistency Models

OpenAI has published research advancing continuous-time consistency models (sCMs), achieving sample quality comparable to leading diffusion models while requiring only two sampling steps. The work addresses prior instability and complexity issues in consistency model training. This represents a significant efficiency improvement for generative image synthesis, potentially enabling faster inference pipelines.

Inference Economics Multimodal Progress OpenAI Continuous-Time Consistency Models Diffusion Models