2024 "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

CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems

Jiankun Zhao, Bowen Song, Liyue Shen

ECCV 2024posterarXiv:2407.12676

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

ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model

Fu-Yun Wang, Zhaoyang Huang, Qiang Ma et al.

ECCV 2024poster