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"

50 / 1,849 papers shown

Title
Sequence Modeling with Spectral Mean Flows Jinwoo Kim Max Beier Nicolas Hoischen Nayun Kim Seunghoon Hong BDL 150 0 0 17 Oct 2025
Iterative Refinement of Flow Policies in Probability Space for Online Reinforcement Learning Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang 179 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
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer Sayan Deb Sarkar Sinisa Stekovic Vincent Lepetit Iro Armeni DiffM 3DH 189 0 0 17 Oct 2025
Coupled Diffusion Sampling for Training-Free Multi-View Image Editing Hadi Alzayer Yunzhi Zhang Chen Geng Jia-Bin Huang Jiajun Wu 149 0 0 16 Oct 2025
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching Zhuo Cao Xuan Zhao Lena Krieger Hanno Scharr Ira Assent OOD 269 0 0 16 Oct 2025
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 104 0 0 16 Oct 2025
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 177 0 0 16 Oct 2025
Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review Youwan Mahé Elise Bannier Stéphanie Leplaideur Elisa Fromont Francesca Galassi DiffM MedIm 104 1 0 16 Oct 2025
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 269 2 0 16 Oct 2025
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 160 1 0 16 Oct 2025
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation Hansheng Chen Kai Zhang Hao Tan Leonidas Guibas Gordon Wetzstein Sai Bi 232 5 0 16 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 197 1 0 16 Oct 2025
Terra: Explorable Native 3D World Model with Point Latents Yuanhui Huang Weiliang Chen Wenzhao Zheng Xin Tao Pengfei Wan Jie Zhou Jiwen Lu VGen 114 0 0 16 Oct 2025
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 247 0 0 16 Oct 2025
Exploring Cross-Modal Flows for Few-Shot Learning Ziqi Jiang Yanghao Wang Long Chen 158 0 0 16 Oct 2025
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 95 0 0 16 Oct 2025
Operator Flow Matching for Timeseries Forecasting Yolanne Y. R. Lee Kyriakos Flouris AI4TS DiffM 211 0 0 16 Oct 2025
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 228 4 0 15 Oct 2025
CanvasMAR: Improving Masked Autoregressive Video Generation With Canvas Zian Li Muhan Zhang DiffM VGen 142 0 0 15 Oct 2025
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models Nir Goren Oren Katzir Abhinav Nakarmi Eyal Ronen Mahmood Sharif Or Patashnik WIGM 220 0 0 15 Oct 2025
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 156 2 0 15 Oct 2025
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 128 0 0 15 Oct 2025
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 68 0 0 15 Oct 2025
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch Xu Cai Yang Wu Qianli Chen Haoran Wu Lichuan Xiang Hongkai Wen 112 0 0 15 Oct 2025
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 122 1 0 15 Oct 2025
FlashWorld: High-quality 3D Scene Generation within Seconds Xinyang Li Tengfei Wang Zixiao Gu Shengchuan Zhang Chunchao Guo Liujuan Cao 3DGS 136 4 0 15 Oct 2025
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning S. Ji Xi Chen Xin Tao Pengfei Wan Hengshuang Zhao VGen PINN 214 3 0 15 Oct 2025
SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models Weiyang Jin Yuwei Niu Jiaqi Liao Chengqi Duan Aoxue Li Shenghua Gao Xihui Liu LRM 208 4 0 14 Oct 2025
Time-Correlated Video Bridge Matching Viacheslav Vasilev Arseny Ivanov Nikita Gushchin Maria Kovaleva Alexander Korotin DiffM 80 1 0 14 Oct 2025
LayerSync: Self-aligning Intermediate Layers Yasaman Haghighi B. V. Delft Mariam Hassan Alexandre Alahi 103 0 0 14 Oct 2025
PAINT: Parallel-in-time Neural Twins for Dynamical System Reconstruction Andreas Radler Vincent Seyfried Stefan Pirker Johannes Brandstetter Thomas Lichtenegger 116 1 0 14 Oct 2025
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 125 6 0 14 Oct 2025
Probabilistic Super-Resolution for Urban Micrometeorology via a Schrödinger Bridge Y. Yasuda R. Onishi DiffM 137 0 0 14 Oct 2025
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 186 5 0 14 Oct 2025
RNAGenScape: Property-guided Optimization and Interpolation of mRNA Sequences with Manifold Langevin Dynamics Danqi Liao Chen Liu Xingzhi Sun Dié Tang Haochen Wang ... Srikar Krishna Gopinath Haejeong Lee Ethan C. Strayer Antonio J. Giraldez Smita Krishnaswamy 92 0 0 14 Oct 2025
Adapting Noise to Data: Generative Flows from 1D Processes Jannis Chemseddine Gregor Kornhardt Richard Duong Gabriele Steidl DiffM AI4CE 212 0 0 14 Oct 2025
BIGFix: Bidirectional Image Generation with Token Fixing Victor Besnier David Hurych Andrei Bursuc Eduardo Valle VGen 120 0 0 14 Oct 2025
A Connection Between Score Matching and Local Intrinsic Dimension Eric Yeats Aaron Jacobson Darryl Hannan Yiran Jia T. Doster Henry Kvinge Scott Mahan DiffM 160 1 0 14 Oct 2025
Low-Field Magnetic Resonance Image Quality Enhancement using a Conditional Flow Matching Model Huu Tien Nguyen Ahmed Karam Eldaly MedIm 53 0 0 14 Oct 2025
EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels Kunyu Peng Di Wen Kailun Yang Jia Fu Yufan Chen ... Junwei Zheng M. Sarfraz Luc Van Gool Danda Pani Paudel Rainer Stiefelhagen 208 0 0 14 Oct 2025
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
Into the Unknown: Towards using Generative Models for Sampling Priors of Environment Uncertainty for Planning in Configuration Spaces Subhransu S. Bhattacharjee Hao Lu Dylan Campbell Rahul Shome 3DPC 112 0 0 13 Oct 2025
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning Ganlin Yang Tianyi Zhang Haoran Hao Weiyun Wang Y. Liu ... Jiangmiao Pang Gen Luo Wenhai Wang Yao Mu Zhi Hou LM&Ro LRM 136 2 0 13 Oct 2025
Diffusion Transformers with Representation Autoencoders Boyang Zheng Nanye Ma Shengbang Tong Saining Xie DiffM 178 37 0 13 Oct 2025
Y-shaped Generative Flows Arip Asadulaev Semyon Semenov Abduragim Shtanchaev Eric Moulines Fakhri Karray Martin Takáč 100 0 0 13 Oct 2025
Point Prompting: Counterfactual Tracking with Video Diffusion Models Ayush Shrivastava Sanyam Mehta Daniel Geng Andrew Owens DiffM VGen 124 1 0 13 Oct 2025
Offline Reinforcement Learning with Generative Trajectory Policies Xinsong Feng Leshu Tang Chenan Wang Haipeng Chen OffRL 121 0 0 13 Oct 2025
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding Shaoning Li Le Zhuo Yusong Wang Mingyu Li Xinheng He Fandi Wu Jiaming Song Pheng-Ann Heng DiffM 113 0 0 12 Oct 2025
DEMO: Disentangled Motion Latent Flow Matching for Fine-Grained Controllable Talking Portrait Synthesis Peiyin Chen Zhuowei Yang Hui Feng Sheng Jiang Rui Yan DiffM VGen 80 0 0 12 Oct 2025