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Flow Matching for Generative Modeling
v1v2 (latest)

Flow Matching for Generative Modeling

International Conference on Learning Representations (ICLR), 2022
6 October 2022
Y. Lipman
Ricky T. Q. Chen
Heli Ben-Hamu
Maximilian Nickel
Matt Le
    OOD
ArXiv (abs)PDFHTMLHuggingFace (3 upvotes)

Papers citing "Flow Matching for Generative Modeling"

50 / 1,864 papers shown
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
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
211
1
0
21 Oct 2025
Estimating Orbital Parameters of Direct Imaging Exoplanet Using Neural Network
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
208
0
0
20 Oct 2025
MUG-V 10B: High-efficiency Training Pipeline for Large Video Generation Models
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
299
0
0
20 Oct 2025
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey
Weifan Guan
Qinghao Hu
Aosheng Li
Jian Cheng
LM&Ro
364
8
0
20 Oct 2025
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
Teodora Reu
Sixtine Dromigny
Michael M Bronstein
Francisco Vargas
207
1
0
20 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Jiajun Fan
Chaoran Cheng
Shuaike Shen
Xiangxin Zhou
Ge Liu
EGVM
161
1
0
20 Oct 2025
Adaptive Discretization for Consistency Models
Adaptive Discretization for Consistency Models
Jiayu Bai
Zhanbo Feng
Zhijie Deng
Tianqi Hou
Robert C. Qiu
Zenan Ling
168
0
0
20 Oct 2025
Inference-Time Compute Scaling For Flow Matching
Inference-Time Compute Scaling For Flow Matching
Adam Stecklov
Noah El Rimawi-Fine
Mathieu Blanchette
116
0
0
20 Oct 2025
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
Jiajun Fan
Tong Wei
Chaoran Cheng
Yuxin Chen
Ge Liu
100
1
0
20 Oct 2025
Demystifying Transition Matching: When and Why It Can Beat Flow Matching
Demystifying Transition Matching: When and Why It Can Beat Flow Matching
Jaihoon Kim
Rajarshi Saha
Minhyuk Sung
Youngsuk Park
125
0
0
20 Oct 2025
Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback
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
400
13
0
19 Oct 2025
Simulation-free Structure Learning for Stochastic Dynamics
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
160
0
0
18 Oct 2025
Multi-Marginal Schrödinger Bridge Matching
Multi-Marginal Schrödinger Bridge Matching
Byoungwoo Park
Juho Lee
112
0
0
18 Oct 2025
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset
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
374
11
0
17 Oct 2025
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer
Sayan Deb Sarkar
Sinisa Stekovic
Vincent Lepetit
Iro Armeni
DiffM3DH
197
0
0
17 Oct 2025
Sequence Modeling with Spectral Mean Flows
Sequence Modeling with Spectral Mean Flows
Jinwoo Kim
Max Beier
Nicolas Hoischen
Nayun Kim
Seunghoon Hong
BDL
170
0
0
17 Oct 2025
Iterative Refinement of Flow Policies in Probability Space for Online Reinforcement Learning
Iterative Refinement of Flow Policies in Probability Space for Online Reinforcement Learning
Mingyang Sun
Pengxiang Ding
Weinan Zhang
Donglin Wang
186
0
0
17 Oct 2025
Diffusion Bridge Networks Simulate Clinical-grade PET from MRI for Dementia Diagnostics
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
163
0
0
17 Oct 2025
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
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
201
1
0
16 Oct 2025
Coupled Diffusion Sampling for Training-Free Multi-View Image Editing
Coupled Diffusion Sampling for Training-Free Multi-View Image Editing
Hadi Alzayer
Yunzhi Zhang
Chen Geng
Jia-Bin Huang
Jiajun Wu
160
0
0
16 Oct 2025
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
Hansheng Chen
Kai Zhang
Hao Tan
Leonidas Guibas
Gordon Wetzstein
Sai Bi
240
5
0
16 Oct 2025
Expertise need not monopolize: Action-Specialized Mixture of Experts for Vision-Language-Action Learning
Expertise need not monopolize: Action-Specialized Mixture of Experts for Vision-Language-Action Learning
Weijie Shen
Y. Liu
Yuhao Wu
Zhixuan Liang
Sijia Gu
...
Yusen Qin
Jiangmiao Pang
Xinping Guan
Xiaokang Yang
Yao Mu
MoE
167
1
0
16 Oct 2025
Terra: Explorable Native 3D World Model with Point Latents
Terra: Explorable Native 3D World Model with Point Latents
Yuanhui Huang
Weiliang Chen
Wenzhao Zheng
Xin Tao
Pengfei Wan
Jie Zhou
Jiwen Lu
VGen
126
1
0
16 Oct 2025
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
Zhuo Cao
Xuan Zhao
Lena Krieger
Hanno Scharr
Ira Assent
OOD
275
0
0
16 Oct 2025
Matcha: Multi-Stage Riemannian Flow Matching for Accurate and Physically Valid Molecular Docking
Matcha: Multi-Stage Riemannian Flow Matching for Accurate and Physically Valid Molecular Docking
Daria Frolova
Talgat Daulbaev
Egor Sevryugov
Sergei A. Nikolenko
Dmitry N. Ivankov
Ivan Oseledets
Marina A. Pak
154
1
0
16 Oct 2025
Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review
Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review
Youwan Mahé
Elise Bannier
Stéphanie Leplaideur
Elisa Fromont
Francesca Galassi
DiffMMedIm
120
1
0
16 Oct 2025
Operator Flow Matching for Timeseries Forecasting
Operator Flow Matching for Timeseries Forecasting
Yolanne Y. R. Lee
Kyriakos Flouris
AI4TSDiffM
219
0
0
16 Oct 2025
FraQAT: Quantization Aware Training with Fractional bits
FraQAT: Quantization Aware Training with Fractional bits
Luca Morreale
Alberto Gil C. P. Ramos
Malcolm Chadwick
Mehid Noroozi
Ruchika Chavhan
Abhinav Mehrotra
S. Bhattacharya
MQ
197
0
0
16 Oct 2025
Generative Models From and For Sampling-Based MPC: A Bootstrapped Approach For Adaptive Contact-Rich Manipulation
Generative Models From and For Sampling-Based MPC: A Bootstrapped Approach For Adaptive Contact-Rich Manipulation
Lara Brudermüller
Brandon Hung
Xinghao Zhu
Jiuguang Wang
Nick Hawes
Preston Culbertson
Simon Le Cleac'h
119
0
0
16 Oct 2025
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
Lingkai Kong
Molei Tao
Yang Liu
Bryan Wang
Jinmiao Fu
Chien Wang
Huidong Liu
OT
262
0
0
16 Oct 2025
Exploring Cross-Modal Flows for Few-Shot Learning
Exploring Cross-Modal Flows for Few-Shot Learning
Ziqi Jiang
Yanghao Wang
Long Chen
169
0
0
16 Oct 2025
Learning an Image Editing Model without Image Editing Pairs
Learning an Image Editing Model without Image Editing Pairs
Nupur Kumari
Sheng-Yu Wang
Nanxuan Zhao
Yotam Nitzan
Yuheng Li
Krishna Kumar Singh
Richard Zhang
Eli Shechtman
Jun-Yan Zhu
Xun Huang
DiffM
309
3
0
16 Oct 2025
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
Yang Yang
Severi Rissanen
Paul E. Chang
Nasrulloh Loka
Daolang Huang
Arno Solin
Markus Heinonen
Luigi Acerbi
140
0
0
15 Oct 2025
CanvasMAR: Improving Masked Autoregressive Video Generation With Canvas
CanvasMAR: Improving Masked Autoregressive Video Generation With Canvas
Zian Li
Muhan Zhang
DiffMVGen
153
0
0
15 Oct 2025
FlashWorld: High-quality 3D Scene Generation within Seconds
FlashWorld: High-quality 3D Scene Generation within Seconds
Xinyang Li
Tengfei Wang
Zixiao Gu
Shengchuan Zhang
Chunchao Guo
Liujuan Cao
3DGS
157
5
0
15 Oct 2025
VIST3A: Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
VIST3A: Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
Hyojun Go
Dominik Narnhofer
Goutam Bhat
Prune Truong
Federico Tombari
Konrad Schindler
VGen
165
2
0
15 Oct 2025
UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy
UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy
Tianshuo Xu
Kai Wang
Zhifei Chen
Leyi Wu
Tianshui Wen
Fei Chao
Ying-Cong Chen
DiffM
92
0
0
15 Oct 2025
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning
S. Ji
Xi Chen
Xin Tao
Pengfei Wan
Hengshuang Zhao
VGenPINN
247
6
0
15 Oct 2025
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models
Nir Goren
Oren Katzir
Abhinav Nakarmi
Eyal Ronen
Mahmood Sharif
Or Patashnik
WIGM
250
0
0
15 Oct 2025
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch
Xu Cai
Yang Wu
Qianli Chen
Haoran Wu
Lichuan Xiang
Hongkai Wen
140
0
0
15 Oct 2025
Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
Yifu Luo
Xinhao Hu
Keyu Fan
Haoyuan Sun
Zeyu Chen
Bo Xia
Tiantian Zhang
Yongzhe Chang
Xueqian Wang
140
2
0
15 Oct 2025
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
Run Luo
Xiaobo Xia
Lu Wang
Longze Chen
Renke Shan
Jing Luo
Min Yang
Tat-Seng Chua
VGen
241
4
0
15 Oct 2025
Mitigating the Noise Shift for Denoising Generative Models via Noise Awareness Guidance
Mitigating the Noise Shift for Denoising Generative Models via Noise Awareness Guidance
Jincheng Zhong
Boyuan Jiang
Xin Tao
Pengfei Wan
Kun Gai
Mingsheng Long
DiffM
104
0
0
14 Oct 2025
PAINT: Parallel-in-time Neural Twins for Dynamical System Reconstruction
PAINT: Parallel-in-time Neural Twins for Dynamical System Reconstruction
Andreas Radler
Vincent Seyfried
Stefan Pirker
Johannes Brandstetter
Thomas Lichtenegger
132
1
0
14 Oct 2025
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution
Junhao Zhuang
Shi Guo
Xin Cai
Xiaohui Li
Yihao Liu
Chun Yuan
Tianfan Xue
VGen
129
6
0
14 Oct 2025
Time-Correlated Video Bridge Matching
Time-Correlated Video Bridge Matching
Viacheslav Vasilev
Arseny Ivanov
Nikita Gushchin
Maria Kovaleva
Alexander Korotin
DiffM
98
1
0
14 Oct 2025
Probabilistic Super-Resolution for Urban Micrometeorology via a Schrödinger Bridge
Probabilistic Super-Resolution for Urban Micrometeorology via a Schrödinger Bridge
Y. Yasuda
R. Onishi
DiffM
148
0
0
14 Oct 2025
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
Fuhao Li
Wenxuan Song
Han Zhao
Jingbo Wang
Pengxiang Ding
Donglin Wang
Long Zeng
Haoang Li
203
5
0
14 Oct 2025
Adapting Noise to Data: Generative Flows from 1D Processes
Adapting Noise to Data: Generative Flows from 1D Processes
Jannis Chemseddine
Gregor Kornhardt
Richard Duong
Gabriele Steidl
DiffMAI4CE
246
0
0
14 Oct 2025
LayerSync: Self-aligning Intermediate Layers
LayerSync: Self-aligning Intermediate Layers
Yasaman Haghighi
B. V. Delft
Mariam Hassan
Alexandre Alahi
115
1
0
14 Oct 2025
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