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
FaithFusion: Harmonizing Reconstruction and Generation via Pixel-wise Information Gain Y. Wang Xiaofan Li Chi Huang Wenhao Zhang Hao Li Bosheng Wang Xun Sun Jun Wang DiffM 162 0 0 26 Nov 2025
E-M3RF: An Equivariant Multimodal 3D Re-assembly Framework Adeela Islam Stefano Fiorini Manuel Lecha T. Tsesmelis Stuart James Pietro Morerio Alessio Del Bue 287 0 0 26 Nov 2025
Deep Parameter Interpolation for Scalar Conditioning Chicago Y. Park Michael T. McCann Cristina Garcia-Cardona B. Wohlberg Ulugbek S. Kamilov AI4CE 237 0 0 26 Nov 2025
Sampling-Based Optimization with Parallelized Physics Simulator for Bimanual Manipulation Iryna Hurova Alinjar Dan Karl Kruusamäe A. K. Singh 68 0 0 26 Nov 2025
VacuumVLA: Boosting VLA Capabilities via a Unified Suction and Gripping Tool for Complex Robotic Manipulation Hui Zhou Siyuan Huang Minxing Li Hao Zhang Lue Fan Shaoshuai Shi 136 0 0 26 Nov 2025
From Diffusion to One-Step Generation: A Comparative Study of Flow-Based Models with Application to Image Inpainting Umang Agarwal Rudraksh Sangore Sumit Laddha DiffM 108 0 0 26 Nov 2025
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow Ruisheng Han Kanglei Zhou Shuang Chen Amir Atapour-Abarghouei Hubert P. H. Shum CML 106 0 0 26 Nov 2025
SocialNav: Training Human-Inspired Foundation Model for Socially-Aware Embodied Navigation Ziyi Chen Yingnan Guo Zedong Chu Minghua Luo Yanfen Shen ... Lu Liu Honglin Han X. Wu Mu Xu Yu Zhang 496 0 0 26 Nov 2025
FlowerDance: MeanFlow for Efficient and Refined 3D Dance Generation Kaixing Yang Xulong Tang Ziqiao Peng X. Zhang Puwei Wang Jun He Hongyan Liu 120 0 0 26 Nov 2025
Video Generation Models Are Good Latent Reward Models Xiaoyue Mi W. Yu Jiesong Lian Shibo Jie Ruizhe Zhong ... Z. Zhou Zhiyong Xu Yuan Zhou Qinglin Lu Fan Tang EGVM VGen 129 0 0 26 Nov 2025
Which Layer Causes Distribution Deviation? Entropy-Guided Adaptive Pruning for Diffusion and Flow Models Changlin Li Jiawei Zhang Z. Shi Zongxin Yang Zhihui Li Xiaojun Chang DiffM VLM 200 0 0 26 Nov 2025
Restora-Flow: Mask-Guided Image Restoration with Flow Matching Arnela Hadzic Franz Thaler Lea Bogensperger Simon Johannes Joham M. Urschler DiffM 394 0 0 25 Nov 2025
MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models Chieh-Yun Chen Zhonghao Wang Qi-An Chen Zhifan Ye Min Shi ... Wei-An Lin Yiru Shen Ajinkya Kale Irfan Essa Humphrey Shi 72 0 0 25 Nov 2025
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation Weijia Mao Hao Chen Zhenheng Yang Mike Zheng Shou EGVM 208 0 0 25 Nov 2025
Back to the Feature: Explaining Video Classifiers with Video Counterfactual Explanations Chao Wang Chengan Che Xinyue Chen Sophia Tsoka Luis C. Garcia-Peraza-Herrera 211 0 0 25 Nov 2025
TReFT: Taming Rectified Flow Models For One-Step Image Translation Shengqian Li Ming Gao Y. Liu Zuzeng Lin Feng Wang Feng Dai 104 0 0 25 Nov 2025
HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation Xiang Wang Zhifei Zhang Chentao Song Zhe Lin Yuqian Zhou ... Haitian Zheng Jason Kuen Yuehuan Wang Changxin Gao Nong Sang MoE 113 0 0 25 Nov 2025
Training-Free Generation of Diverse and High-Fidelity Images via Prompt Semantic Space Optimization Debin Meng Chen Jin Zheng Gao Yanran Li Ioannis Patras Georgios Tzimiropoulos DiffM 240 0 0 25 Nov 2025
OmniRefiner: Reinforcement-Guided Local Diffusion Refinement Yaoli Liu Ziheng Ouyang Shengtao Lou Yiren Song 120 0 0 25 Nov 2025
ReDirector: Creating Any-Length Video Retakes with Rotary Camera Encoding Byeongjun Park Byung-Hoon Kim Hyungjin Chung Jong Chul Ye VGen 131 0 0 25 Nov 2025
MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing Changho Choi Minho Kim Jinkyu Kim Mamba 104 0 0 25 Nov 2025
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows Jiatao Gu Ying Shen Tianrong Chen Laurent Dinh Y. Wang Miguel Angel Bautista David Berthelot Josh Susskind Shuangfei Zhai DiffM VGen 254 3 0 25 Nov 2025
Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout Hidir Yesiltepe Tuna Han Salih Meral Adil Kaan Akan Kaan Oktay Pinar Yanardag VGen 160 2 0 25 Nov 2025
MFM-point: Multi-scale Flow Matching for Point Cloud Generation Petr Molodyk Jaemoo Choi David W. Romero Ming-Yu Liu Yongxin Chen 3DPC 152 0 0 25 Nov 2025
Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy Inkook Chun Seungjae Lee M. S. Albergo Saining Xie Eric Vanden-Eijnden 128 0 0 25 Nov 2025
Large Language Models for the Summarization of Czech Documents: From History to the Present Václav Tran Jakub Šmíd Ladislav Lenc Jean-Pierre Salmon Pavel Král 52 0 0 24 Nov 2025
One4D: Unified 4D Generation and Reconstruction via Decoupled LoRA Control Zhenxing Mi Yuxin Wang Dan Xu VGen 148 0 0 24 Nov 2025
Understanding, Accelerating, and Improving MeanFlow Training J. Kim Hyojun Go L. Bogensperger Julius Erbach Nikolai Kalischek Federico Tombari Konrad Schindler Dominik Narnhofer AI4CE 199 0 0 24 Nov 2025
SENTINEL: A Fully End-to-End Language-Action Model for Humanoid Whole Body Control Yuxuan Wang Haobin Jiang Shiqing Yao Ziluo Ding Zongqing Lu LM&Ro 277 1 0 24 Nov 2025
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme Rudy Morel Francesco Pio Ramunno Jeff Shen Alberto Bietti Kyunghyun Cho ... François Rozet K. Leka F. Lanusse David Fouhey Shirley Ho DiffM AI4CE 370 0 0 24 Nov 2025
Eevee: Towards Close-up High-resolution Video-based Virtual Try-on Jianhao Zeng Y. Bai Ruidong Chen Xuanpu Zhang Lei-huan Sun Dongyang Jin Ryan Xu Nannan Zhang Dan Song Xiangxiang Chu 148 0 0 24 Nov 2025
EnfoPath: Energy-Informed Analysis of Generative Trajectories in Flow Matching Ziyun Li Ben Dai Huancheng Hu Henrik Boström Soon Hoe Lim VGen 68 0 0 24 Nov 2025
GuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving Lin Liu Caiyan Jia G. Yu Ziying Song Junqiao Li Feiyang Jia Peiliang Wu Xiaoshuai Hao Yandan Luo 108 2 0 24 Nov 2025
Mixture of Horizons in Action Chunking Dong Jing Gang Wang Jiaqi Liu Weiliang Tang Zelong Sun Yunchao Yao Zhenyu Wei Y. Liu Zhiwu Lu Mingyu Ding 179 0 0 24 Nov 2025
DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation Zehong Ma Longhui Wei Shuai Wang Shiliang Zhang Qi Tian DiffM 100 2 0 24 Nov 2025
View-Consistent Diffusion Representations for 3D-Consistent Video Generation Duolikun Danier Ge Gao Steven McDonagh Changjian Li Hakan Bilen Oisin Mac Aodha DiffM VGen 98 0 0 24 Nov 2025
Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers Yiqing Shi Yiren Song Mike Zheng Shou DiffM MDE 296 0 0 24 Nov 2025
Efficiency vs. Fidelity: A Comparative Analysis of Diffusion Probabilistic Models and Flow Matching on Low-Resource Hardware Srishti Gupta Yashasvee Taiwade DiffM 126 1 0 24 Nov 2025
Demystifying Diffusion Objectives: Reweighted Losses are Better Variational Bounds Jiaxin Shi Michalis K. Titsias DiffM 166 0 0 24 Nov 2025
MammothModa2: A Unified AR-Diffusion Framework for Multimodal Understanding and Generation Tao Shen Xin Wan Taicai Chen Rui Zhang Junwen Pan ... Y. Yang Chen Cheng Qi She Chang Liu Zhenbang Sun DiffM 56 0 0 23 Nov 2025
FlowPortal: Residual-Corrected Flow for Training-Free Video Relighting and Background Replacement Wenshuo Gao Junyi Fan Jiangyue Zeng Shuai Yang 56 0 0 23 Nov 2025
InstructAudio: Unified speech and music generation with natural language instruction Chunyu Qiang Kang Yin Xiaopeng Wang Yuzhe Liang Jiahui Zhao ... Tianrui Wang Cheng Gong Chen Zhang L. Wang Jianwu Dang DiffM 44 2 0 23 Nov 2025
ConsistCompose: Unified Multimodal Layout Control for Image Composition Xuanke Shi B. Li Xiaoyang Han Zhongang Cai Lei Yang Dahua Lin Quan-ding Wang MLLM 250 0 0 23 Nov 2025
L1 Sample Flow for Efficient Visuomotor Learning Weixi Song Z. Chen Tao Xu Xianchao Zeng Xinyu Zhou L. Yang Donglin Wang Cewu Lu Y. Li 84 0 0 22 Nov 2025
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios Tian Ye Song Fei Lei Zhu 44 0 0 22 Nov 2025
ArticFlow: Generative Simulation of Articulated Mechanisms Jiong Lin Jinchen Ruan Hod Lipson AI4CE 114 0 0 22 Nov 2025
CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking Hao Li Yuhao Wang X. Hu Wenning Hao P. Zhang D. Wang Huchuan Lu 68 0 0 22 Nov 2025
Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representational Alignment Loukas Sfountouris Giannis Daras Paris Giampouras DiffM 78 0 0 21 Nov 2025
SPEAR-1: Scaling Beyond Robot Demonstrations via 3D Understanding Nikolay Nikolov Giuliano Albanese Sombit Dey Aleksandar Yanev Luc Van Gool Jan-Nico Zaech D. Paudel LM&Ro 284 0 0 21 Nov 2025
PostCam: Camera-Controllable Novel-View Video Generation with Query-Shared Cross-Attention Yipeng Chen Zhichao Ye Zhenzhou Fang Xinyu Chen Xiaoyu Zhang Jialing Liu Nan Wang Haomin Liu Guofeng Zhang DiffM VGen 138 0 0 21 Nov 2025