2025 "one-step generation" Papers
10 papers found
Adaptive Discretization for Consistency Models
Jiayu Bai, Zhanbo Feng, Zhijie Deng et al.
NEURIPS 2025posterarXiv:2510.17266
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
Shengyuan Zhang, Ling Yang, Zejian Li et al.
ICLR 2025posterarXiv: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 2025posterarXiv:2406.01561
4
citations
InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
Zhixin Lai, Keqiang Sun, Fu-Yun Wang et al.
ICLR 2025poster
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
Wenyu Mao, Jiancan Wu, Guoqing Hu et al.
NEURIPS 2025oralarXiv:2510.17245
OSV: One Step is Enough for High-Quality Image to Video Generation
Xiaofeng Mao, Zhengkai Jiang, Fu-Yun Wang et al.
CVPR 2025posterarXiv: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 2025posterarXiv:2511.22853
Truncated Consistency Models
Sangyun Lee, Yilun Xu, Tomas Geffner et al.
ICLR 2025posterarXiv:2410.14895
13
citations
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
Yifei Wang, Weimin Bai, colin zhang et al.
NEURIPS 2025posterarXiv:2505.20755
4
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 2025posterarXiv:2403.12931
18
citations