Fast diffusion via flows/consistency

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March 12, 2026
12 papers
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The Quadratic Geometry of Flow Matching: Semantic Granularity Alignment for Text-to-Image Synthesis

Zhinan Xiong, Shunqi Yuan

Source: arxiv Related

Riemannian MeanFlow for One-Step Generation on Manifolds

Zichen Zhong, Haoliang Sun, Yukun Zhao, Yongshun Gong, Yilong Yin

Source: arxiv Related

AlphaFlowTSE: One-Step Generative Target Speaker Extraction via Conditional AlphaFlow

Duojia Li, Shuhan Zhang, Zihan Qian, Wenxuan Wu, Shuai Wang, Qingyang Hong, Lin Li, Haizhou Li

Source: arxiv Related

Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers

Wenhao Sun, Ji Li, Zhaoqiang Liu

Source: arxiv Related

UHD Image Deblurring via Autoregressive Flow with Ill-conditioned Constraints

Yucheng Xin, Dawei Zhao, Xiang Chen, Chen Wu, Pu Wang, Dianjie Lu, Guijuan Zhang, Xiuyi Jia, Zhuoran Zheng

Source: arxiv Related

Gradient Flow Drifting: Generative Modeling via Wasserstein Gradient Flows of KDE-Approximated Divergences

Jiarui Cao, Zixuan Wei, Yuxin Liu

Source: arxiv Related

Score Matching Diffusion Based Feedback Control and Planning of Nonlinear Systems

Karthik Elamvazhuthi, Darshan Gadginmath, Fabio Pasqualetti

Source: arxiv Must Read

Graph-GRPO: Training Graph Flow Models with Reinforcement Learning

Baoheng Zhu, Deyu Bo, Delvin Ce Zhang, Xiao Wang

Source: arxiv Must Read

SiMPO: Measure Matching for Online Diffusion Reinforcement Learning

Haitong Ma, Chenxiao Gao, Tianyi Chen, Na Li, Bo Dai

Source: arxiv Must Read

Geometric Autoencoder for Diffusion Models

Hangyu Liu, Jianyong Wang, Yutao Sun

Source: arxiv Must Read

Equivariant Asynchronous Diffusion: An Adaptive Denoising Schedule for Accelerated Molecular Conformation Generation

Junyi An, Chao Qu, Yun-Fei Shi, Zhijian Zhou, Fenglei Cao, Yuan Qi

Source: arxiv Must Read

Losing dimensions: Geometric memorization in generative diffusion

Beatrice Achilli, Enrico Ventura, Gianluigi Silvestri, Bao Pham, Gabriel Raya, Dmitry Krotov, Carlo Lucibello, Luca Ambrogioni

Source: arxiv Must Read