ICML "consistency models" Papers

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CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models

Jie Xiao, Kai Zhu, Han Zhang et al.

ICML 2024poster

Nearest Neighbour Score Estimators for Diffusion Generative Models

Matthew Niedoba, Dylan Green, Saeid Naderiparizi et al.

ICML 2024poster

Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models

Junlong Lyu, Zhitang Chen, Shoubo Feng

ICML 2024poster

SMaRt: Improving GANs with Score Matching Regularity

Mengfei Xia, Yujun Shen, Ceyuan Yang et al.

ICML 2024poster

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

Zehao Dou, Minshuo Chen, Mengdi Wang et al.

ICML 2024poster