v1v2 (latest)

Flow Matching for Generative Modeling

International Conference on Learning Representations (ICLR), 2022

6 October 2022

ArXiv (abs)PDF HTML HuggingFace (3 upvotes)

Papers citing "Flow Matching for Generative Modeling"

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Title
Sprint: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers Dogyun Park Moayed Haji-Ali Yanyu Li Willi Menapace Sergey Tulyakov Hyunwoo J. Kim Aliaksandr Siarohin Anil Kag 108 1 0 24 Oct 2025
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds Oscar Davis M. S. Albergo Nicholas M. Boffi Michael Bronstein A. Bose DRL AI4CE 219 0 0 24 Oct 2025
FlowOpt: Fast Optimization Through Whole Flow Processes for Training-Free Editing Or Ronai Vladimir Kulikov T. Michaeli 120 1 0 24 Oct 2025
Enhancing Video Inpainting with Aligned Frame Interval Guidance Ming Xie Junqiu Yu Qiaole Dong Xiangyang Xue Yanwei Fu VGen 151 0 0 24 Oct 2025
Sample By Step, Optimize By Chunk: Chunk-Level GRPO For Text-to-Image Generation Yifu Luo Penghui Du Bo Li Sinan Du Tiantian Zhang Yongzhe Chang Kai Wu Kun Gai Xueqian Wang 124 2 0 24 Oct 2025
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing Johann Flemming Gloy Simon Olsson FedML 131 1 0 24 Oct 2025
Epipolar Geometry Improves Video Generation Models Orest Kupyn Fabian Manhardt F. Tombari Christian Rupprecht VGen 214 0 0 24 Oct 2025
On the flow matching interpretability Francesco Pivi Simone Gazza Davide Evangelista R. Amadini M. Gabbrielli 106 0 0 24 Oct 2025
WorldGrow: Generating Infinite 3D World Sikuang Li Chen-Ning Yang Jiemin Fang Taoran Yi Jia Lu Jiazhong Cen Lingxi Xie Wei Shen Qi Tian VGen 155 2 0 24 Oct 2025
Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation Dogyun Park Taehoon Lee Minseok Joo Hyunwoo J. Kim 110 0 0 24 Oct 2025
Improved Training Technique for Shortcut Models Anh-Tien Nguyen Viet-Anh Nguyen D. Vu T. Dao Chi Tran Toan M. Tran Anh Tran BDL 211 1 0 24 Oct 2025
GuitarFlow: Realistic Electric Guitar Synthesis From Tablatures via Flow Matching and Style Transfer Jackson Loth Pedro Sarmento Mark Sandler M. Barthet 110 0 0 23 Oct 2025
DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion Noam Issachar Guy Yariv Sagie Benaim Yossi Adi Dani Lischinski Raanan Fattal 116 1 0 23 Oct 2025
CUPID: Generative 3D Reconstruction via Joint Object and Pose Modeling Binbin Huang Haobin Duan Yiqun Zhao Zibo Zhao Yi Ma Shenghua Gao 115 0 0 23 Oct 2025
AlphaFlow: Understanding and Improving MeanFlow Models Huijie Zhang Aliaksandr Siarohin Willi Menapace Michael Vasilkovsky Sergey Tulyakov Qing Qu Ivan Skorokhodov AI4CE 104 8 0 23 Oct 2025
Video-As-Prompt: Unified Semantic Control for Video Generation Yuxuan Bian Xin Chen Zenan Li Tiancheng Zhi S. Sang Linjie Luo Qiang Xu DiffM VGen 135 1 0 23 Oct 2025
Generative Point Tracking with Flow Matching Mattie Tesfaldet Adam W. Harley Konstantinos G. Derpanis Derek Nowrouzezahrai C. Pal 120 0 0 23 Oct 2025
AutoScape: Geometry-Consistent Long-Horizon Scene Generation Jiacheng Chen Ziyu Jiang Mingfu Liang Bingbing Zhuang Jong-Chyi Su Sparsh Garg Ying Wu Manmohan Chandraker VGen 124 0 0 23 Oct 2025
LayerComposer: Multi-Human Personalized Generation via Layered Canvas Guocheng Qian Ruihang Zhang Tsai-Shien Chen Yusuf Dalva Anujraaj Goyal ... Arpit Sahni Daniil Ostashev Ju Hu Sergey Tulyakov Kuan-Chieh Wang DiffM 163 1 0 23 Oct 2025
Amortized Active Generation of Pareto Sets Daniel M. Steinberg Asiri Wijesinghe Rafael Oliveira Piotr Koniusz Cheng Soon Ong Edwin V. Bonilla 168 0 0 23 Oct 2025
Neural Mutual Information Estimation with Vector Copulas Yanzhi Chen Zijing Ou Adrian Weller Michael U. Gutmann 111 2 0 23 Oct 2025
Target-aware Image Editing via Cycle-consistent Constraints Yanghao Wang Zhen Wang Long Chen 140 0 0 23 Oct 2025
Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation Enshu Liu Qian Chen Xuefei Ning Shengen Yan Guohao Dai Zinan Lin Yu Wang DiffM VLM 134 1 0 23 Oct 2025
GigaBrain-0: A World Model-Powered Vision-Language-Action Model GigaBrain Team Angen Ye Boyuan Wang Chaojun Ni Guan Huang ... Yukun Zhou Z. Dong Z. J. Wang Zhichao Liu Zheng Hua Zhu LM&Ro VLM 389 1 0 22 Oct 2025
Predicting before Reconstruction: A generative prior framework for MRI acceleration Juhyung Park Rokgi Hong Roh-Eul Yoo Jaehyeon Koo S. Chun S. Choi Jongho Lee MedIm 128 0 0 22 Oct 2025
SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization Kaiyi Xu Junchao Gong Wenlong Zhang Ben Fei Lei Bai Wanli Ouyang 80 1 0 22 Oct 2025
Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets Jiashi Feng Xiu Li Jing Lin Jiahang Liu Gaohong Liu ... S. S. Wang Qianyi Wu Fan Yang J. Zhang Xuanmeng Zhang VGen 111 2 0 22 Oct 2025
Imitation Learning Policy based on Multi-Step Consistent Integration Shortcut Model Yu Fang Xinyu Wang Xuehe Zhang Wanli Xue Mingwei Zhang Shengyong Chen Jie Zhao 116 0 0 22 Oct 2025
A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation Jiacheng Liu Xinyu Wang Yuqi Lin Zhikai Wang P. Wang ... Zexuan Yan Zhengyi Shi Chang Zou Yue Ma Linfeng Zhang 283 2 0 22 Oct 2025
Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models Tianci Bi Xiaoyi Zhang Yan Lu Nanning Zheng 159 2 0 21 Oct 2025
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference Harry Amad Zhaozhi Qian Dennis Frauen Julianna Piskorz Stefan Feuerriegel Mihaela van der Schaar CML 199 1 0 21 Oct 2025
SegTune: Structured and Fine-Grained Control for Song Generation Pengfei Cai Joanna Wang Haorui Zheng X. Li Zihao Ji Teng Ma Zhongliang Liu Chen Zhang Pengfei Wan 180 0 0 21 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback Jiajun Fan Chaoran Cheng Shuaike Shen Xiangxin Zhou Ge Liu EGVM 148 1 0 20 Oct 2025
Inference-Time Compute Scaling For Flow Matching Adam Stecklov Noah El Rimawi-Fine Mathieu Blanchette 104 0 0 20 Oct 2025
Demystifying Transition Matching: When and Why It Can Beat Flow Matching Jaihoon Kim Rajarshi Saha Minhyuk Sung Youngsuk Park 105 0 0 20 Oct 2025
Estimating Orbital Parameters of Direct Imaging Exoplanet Using Neural Network Bo Liang Hanlin Song Chang Liu Tianyu Zhao Yuxiang Xu ... Minghui Du Wei-Liang Qian Li-e Qiang Peng Xu Ziren Luo 165 0 0 20 Oct 2025
MUG-V 10B: High-efficiency Training Pipeline for Large Video Generation Models Yongshun Zhang Zhongyi Fan Yonghang Zhang Zhangzikang Li Weifeng Chen Zhongwei Feng Chaoyue Wang Peng Hou Anxiang Zeng VGen 259 0 0 20 Oct 2025
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey Weifan Guan Qinghao Hu Aosheng Li Jian Cheng LM&Ro 338 6 0 20 Oct 2025
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models Jiajun Fan Tong Wei Chaoran Cheng Yuxin Chen Ge Liu 80 1 0 20 Oct 2025
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models Teodora Reu Sixtine Dromigny Michael M Bronstein Francisco Vargas 196 1 0 20 Oct 2025
Adaptive Discretization for Consistency Models Jiayu Bai Zhanbo Feng Zhijie Deng Tianqi Hou Robert C. Qiu Zenan Ling 124 0 0 20 Oct 2025
Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback Zongjian Li Zheyuan Liu Qihui Zhang Bin Lin Feize Wu ... Wangbo Yu Yuwei Niu Shaodong Wang Xinhua Cheng Li Yuan 349 9 0 19 Oct 2025
Simulation-free Structure Learning for Stochastic Dynamics Noah El Rimawi-Fine Adam Stecklov Lucas Nelson Mathieu Blanchette Alexander Tong Stephen Y. Zhang Lazar Atanackovic AI4CE 128 0 0 18 Oct 2025
Multi-Marginal Schrödinger Bridge Matching Byoungwoo Park Juho Lee 96 0 0 18 Oct 2025
Iterative Refinement of Flow Policies in Probability Space for Online Reinforcement Learning Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang 167 0 0 17 Oct 2025
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset Qingyan Bai Qiuyu Wang Hao Ouyang Yue Yu Hanlin Wang ... Yanhong Zeng Zichen Liu Yinghao Xu Yujun Shen Qifeng Chen VGen 283 10 0 17 Oct 2025
Sequence Modeling with Spectral Mean Flows Jinwoo Kim Max Beier Nicolas Hoischen Nayun Kim Seunghoon Hong BDL 146 0 0 17 Oct 2025
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer Sayan Deb Sarkar Sinisa Stekovic Vincent Lepetit Iro Armeni DiffM 3DH 181 0 0 17 Oct 2025
Diffusion Bridge Networks Simulate Clinical-grade PET from MRI for Dementia Diagnostics Yitong Li Ralph Buchert B. Schmitz-Koep Timo Grimmer Björn Ommer D. Hedderich Igor Yakushev Christian Wachinger MedIm 149 0 0 17 Oct 2025
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation Ming Gui Johannes Schusterbauer Timy Phan Felix Krause J. Susskind Miguel Angel Bautista Bjorn Ommer 189 1 0 16 Oct 2025