"few-step generation" Papers

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Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis

NEURIPS 2025arXiv:2506.14603
38
citations

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation

Clément Chadebec, Onur Tasar, Eyal Benaroche et al.

AAAI 2025paperarXiv:2406.02347
40
citations

Learning Few-Step Diffusion Models by Trajectory Distribution Matching

Yihong Luo, Tianyang Hu, Jiacheng Sun et al.

ICCV 2025arXiv:2503.06674
13
citations

Riemannian Consistency Model

Chaoran Cheng, Yusong Wang, Yuxin Chen et al.

NEURIPS 2025arXiv:2510.00983
2
citations

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization

Zichen Miao, Zhengyuan Yang, Kevin Lin et al.

ICLR 2025arXiv:2410.03190
15
citations

Accelerating Image Generation with Sub-path Linear Approximation Model

Chen Xu, Tianhui Song, Weixin Feng et al.

ECCV 2024arXiv:2404.13903
15
citations

Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models

Shengzhe Zhou, Zejian Li, Shengyuan Zhang et al.

AAAI 2024paperarXiv:2311.03830
1
citations