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
ProxT2I: Efficient Reward-Guided Text-to-Image Generation via Proximal Diffusion Zhenghan Fang Jian Zheng Qiaozi Gao Xiaofeng Gao Jeremias Sulam 152 0 0 24 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 270 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 48 2 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
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 64 0 0 23 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 48 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 76 0 0 22 Nov 2025
ArticFlow: Generative Simulation of Articulated Mechanisms Jiong Lin Jinchen Ruan Hod Lipson AI4CE 118 0 0 22 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
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble Riccardo Tedoldi Ola Engkvist Patrick Bryant Hossein Azizpour J. Janet Alessandro Tibo 133 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 146 0 0 21 Nov 2025
Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representational Alignment Loukas Sfountouris Giannis Daras Paris Giampouras DiffM 86 0 0 21 Nov 2025
Radar2Shape: 3D Shape Reconstruction from High-Frequency Radar using Multiresolution Signed Distance Functions Neel Sortur Justin Goodwin Purvik Patel Luis Enrique Martinez Jr Tzofi Klinghoffer Rajmonda S. Caceres Robin Walters 128 0 0 21 Nov 2025
Neighbor GRPO: Contrastive ODE Policy Optimization Aligns Flow Models Dailan He Guanlin Feng Xingtong Ge Yazhe Niu Yi Zhang Bingqi Ma Guanglu Song Y. Liu Hongsheng Li 133 0 0 21 Nov 2025
$Refracting Reality: Generating Images with Realistic Transparent Objects$ Refracting Reality: Generating Images with Realistic Transparent Objects Yue Yin Enze Tao Dylan Campbell DiffM 124 0 0 21 Nov 2025
RynnVLA-002: A Unified Vision-Language-Action and World Model Jun Cen Siteng Huang Yuqian Yuan Kehan Li Hangjie Yuan ... Xin Li Hao Luo Fan Wang Deli Zhao H. Chen VGen SyDa 269 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 304 0 0 21 Nov 2025
Loomis Painter: Reconstructing the Painting Process Markus Pobitzer Chang Liu Chenyi Zhuang Teng Long Bin Ren Nicu Sebe DiffM 143 0 0 21 Nov 2025
LiSTAR: Ray-Centric World Models for 4D LiDAR Sequences in Autonomous Driving Pei Liu Songtao Wang Lang Zhang Xingyue Peng Yuandong Lyu ... Weiliang Ma Xueyang Zhang Yifei Zhan Xianpeng Lang Jun Ma SyDa 268 0 0 20 Nov 2025
Controllable Layer Decomposition for Reversible Multi-Layer Image Generation Zihao Liu Zunnan Xu Shi Shu Jun Zhou Ruicheng Zhang Zhenchao Tang Xiu Li 178 0 0 20 Nov 2025
NaTex: Seamless Texture Generation as Latent Color Diffusion Zeqiang Lai Yunfei Zhao Zibo Zhao Xin Yang Xin Huang J. Huang Xiangyu Yue Chunchao Guo DiffM 144 0 0 20 Nov 2025
TriDiff-4D: Fast 4D Generation through Diffusion-based Triplane Re-posing Eddie Pokming Sheung Qihao Liu Wufei Ma Prakhar Kaushik Jianwen Xie Alan Yuille 110 0 0 20 Nov 2025
SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation Zhenyuan Qin Xincheng Shuai Henghui Ding DiffM 156 1 0 20 Nov 2025
BD-Net: Has Depth-Wise Convolution Ever Been Applied in Binary Neural Networks? DoYoung Kim Jin-Seop Lee Noo-Ri Kim SungJoon Lee Jee-Hyong Lee MQ 124 3 0 19 Nov 2025
SURFing to the Fundamental Limit of Jet Tagging Ian Pang D. Faroughy David Shih Ranit Das Gregor Kasieczka 62 1 0 19 Nov 2025
What Your Features Reveal: Data-Efficient Black-Box Feature Inversion Attack for Split DNNs Zhihan Ren Lijun He Jiaxi Liang Xinzhu Fu Haixia Bi Fan Li AAML 176 1 0 19 Nov 2025
Insert In Style: A Zero-Shot Generative Framework for Harmonious Cross-Domain Object Composition Raghu Chittersu Yuvraj Singh Rathore Pranav Adlinge Kunal Swami DiffM 212 0 0 19 Nov 2025
Rectifying Distribution Shift in Cascaded Precipitation Nowcasting Fanbo Ju Haiyuan Shi Qingjian Ni 79 0 0 19 Nov 2025
Particle Monte Carlo methods for Lattice Field Theory David Yallup 102 0 0 19 Nov 2025
Generative design and validation of therapeutic peptides for glioblastoma based on a potential target ATP5A Hao Qian Pu You Lin Zeng Jingyuan Zhou Dengdeng Huang Kaicheng Li Shikui Tu Lei Xu 24 0 0 19 Nov 2025
Towards Deploying VLA without Fine-Tuning: Plug-and-Play Inference-Time VLA Policy Steering via Embodied Evolutionary Diffusion Zhuo Li Junjia Liu Zhipeng Dong Tao Teng Quentin Rouxel D. Caldwell Fei Chen 76 0 0 18 Nov 2025
Tensor Gauge Flow Models Alexander Strunk Roland Assam DRL 180 0 0 18 Nov 2025
$$π^{}_{0.6}$: a VLA That Learns From Experience$ $π^{}_{0.6}$ : a VLA That Learns From Experience Physical Intelligence Ali Amin Raichelle Aniceto Ashwin Balakrishna Kevin Black ... Blake Williams Sukwon Yoo Lili Yu Ury Zhilinsky Zhiyuan Zhou OffRL VLM 491 10 0 18 Nov 2025
Generative Photographic Control for Scene-Consistent Video Cinematic Editing Huiqiang Sun Liao Shen Zhan Peng Kun Wang Size Wu ... Z. Huang Xingyu Zeng Zhiguo Cao Wei Li Chen Change Loy DiffM VGen 150 0 0 17 Nov 2025
Functional Mean Flow in Hilbert Space Zhiqi Li Yuchen Sun Greg Turk Bo Zhu 165 0 0 17 Nov 2025
MeanFlow Transformers with Representation Autoencoders Zheyuan Hu Chieh-Hsin Lai Ge Wu Yuki Mitsufuji Stefano Ermon 183 0 0 17 Nov 2025
GenTract: Generative Global Tractography Alec Sargood Lemuel Puglisi Elinor Thompson Mirco Musolesi Daniel C. Alexander MedIm 200 0 0 17 Nov 2025
DiffFP: Learning Behaviors from Scratch via Diffusion-based Fictitious Play Akash Karthikeyan Yash Vardhan Pant 104 0 0 17 Nov 2025
FUSE: A Flow-based Mapping Between Shapes Lorenzo Olearo Giulio Viganò Daniele Baieri Filippo Maggioli Simone Melzi AI4CE 168 0 0 17 Nov 2025
MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation Nuolin Sun Linyuan Wang Haonan Wei Lei Li Bin Yan 117 0 0 16 Nov 2025
DINO-Detect: A Simple yet Effective Framework for Blur-Robust AI-Generated Image Detection Jialiang Shen Jiyang Zheng Yunqi Xue Huajie Chen Yu Yao ... Ruiqi Liu Helin Gong Yang Yang Dadong Wang Tongliang Liu 183 0 0 16 Nov 2025
SpaceVLM: Sub-Space Modeling of Negation in Vision-Language Models Sepehr Kazemi Ranjbar Kumail Alhamoud Marzyeh Ghassemi VLM 100 0 0 15 Nov 2025
GeoMVD: Geometry-Enhanced Multi-View Generation Model Based on Geometric Information Extraction Jiaqi Wu Yaosen Chen Shuyuan Zhu VGen 256 0 0 15 Nov 2025
TIMERIPPLE: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space Wenxuan Miao Yulin Sun Aiyue Chen Jing Lin Yiwu Yao Yiming Gan Jieru Zhao Jingwen Leng Mingyi Guo Yu Feng 164 0 0 15 Nov 2025
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation Haozhe Liu Ding Liu Mingchen Zhuge Zijian Zhou Tian Xie ... Juan-Manuel Perez-Rua Tao Xiang Wei Liu Shikun Liu Jürgen Schmidhuber 80 0 0 15 Nov 2025
Learning Straight Flows: Variational Flow Matching for Efficient Generation Chenrui Ma Xi Xiao Tianyang Wang Xiao Wang Yanning Shen 140 2 0 15 Nov 2025
A Best-of-Both-Worlds Proof for Tsallis-INF without Fenchel Conjugates Wei-Cheng Lee Francesco Orabona 96 14 0 14 Nov 2025
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching Bernardo Perrone Ribeiro Jana Faganeli Pucer 182 0 0 12 Nov 2025
HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization Zeyang Li Kaveh Alim Navid Azizan 256 0 0 11 Nov 2025
SYNAPSE: Synergizing an Adapter and Finetuning for High-Fidelity EEG Synthesis from a CLIP-Aligned Encoder Jeyoung Lee Hochul Kang DiffM 56 0 0 11 Nov 2025