2025 "few-step generation" Papers

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Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis

NEURIPS 2025posterarXiv:2506.14603
32
citations

Learning Few-Step Diffusion Models by Trajectory Distribution Matching

Yihong Luo, Tianyang Hu, Jiacheng Sun et al.

ICCV 2025posterarXiv:2503.06674
11
citations

Riemannian Consistency Model

Chaoran Cheng, Yusong Wang, Yuxin Chen et al.

NEURIPS 2025posterarXiv:2510.00983

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization

Zichen Miao, Zhengyuan Yang, Kevin Lin et al.

ICLR 2025posterarXiv:2410.03190
14
citations