Poster "one-step generation" Papers
12 papers found
Conference
Adaptive Discretization for Consistency Models
Jiayu Bai, Zhanbo Feng, Zhijie Deng et al.
NEURIPS 2025arXiv:2510.17266
1
citations
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
Shengyuan Zhang, Ling Yang, Zejian Li et al.
ICLR 2025arXiv:2408.15991
1
citations
Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
Mingyuan Zhou, Zhendong Wang, Huangjie Zheng et al.
ICLR 2025arXiv:2406.01561
4
citations
Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme
Ruofeng Yang, Bo Jiang, Cheng Chen et al.
ICML 2025
1
citations
InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
Zhixin Lai, Keqiang Sun, Fu-Yun Wang et al.
ICLR 2025
2
citations
OSV: One Step is Enough for High-Quality Image to Video Generation
Xiaofeng Mao, Zhengkai Jiang, Fu-Yun Wang et al.
CVPR 2025arXiv:2409.11367
23
citations
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
Jiawen Wei, jiang lan, Pengbo Wei et al.
NEURIPS 2025arXiv:2511.22853
Truncated Consistency Models
Sangyun Lee, Yilun Xu, Tomas Geffner et al.
ICLR 2025arXiv:2410.14895
15
citations
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
Yifei Wang, Weimin Bai, colin zhang et al.
NEURIPS 2025arXiv:2505.20755
5
citations
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs
Yihong Luo, Xiaolong Chen, Xinghua Qu et al.
ICLR 2025arXiv:2403.12931
20
citations
One-step Diffusion with Distribution Matching Distillation
Tianwei Yin, Michaël Gharbi, Richard Zhang et al.
CVPR 2024arXiv:2311.18828
579
citations
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
Mingyuan Zhou, Huangjie Zheng, Zhendong Wang et al.
ICML 2024arXiv:2404.04057
154
citations