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
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 158 0 0 24 Dec 2025
YingVideo-MV: Music-Driven Multi-Stage Video Generation Jiahui Chen Weida Wang Runhua Shi Huan Yang Chaofan Ding Zihao Chen DiffM VGen 117 0 0 02 Dec 2025
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models Xinyue Ai Yutong He Albert Gu Ruslan Salakhutdinov J. Zico Kolter Nicholas Matthew Boffi Max Simchowitz 20 1 0 02 Dec 2025
TEXTRIX: Latent Attribute Grid for Native Texture Generation and Beyond Yifei Zeng Yajie Bao Jiachen Qian Shuang Wu Youtian Lin Hao Zhu B. Li Feihu Zhang X. Cao Yao Yao 143 0 0 02 Dec 2025
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction Kehan Qi Saumya Gupta Qingqiao Hu Weimin Lyu Chao Chen MedIm 162 0 0 02 Dec 2025
Hear What Matters! Text-conditioned Selective Video-to-Audio Generation Junwon Lee Juhan Nam Jiyoung Lee DiffM VGen 40 0 0 02 Dec 2025
WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens Jian Yang Dacheng Yin Xiaoxuan He Y. Li Fengyun Rao Jing Lyu Wei-dong Zhai Yang Cao Zheng-Jun Zha VLM 146 0 0 02 Dec 2025
MultiShotMaster: A Controllable Multi-Shot Video Generation Framework Qinghe Wang Xiaoyu Shi Baolu Li Weikang Bian Quande Liu Huchuan Lu Xintao Wang Pengfei Wan Kun Gai Xu Jia VGen 166 1 0 02 Dec 2025
ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generation Mengchen Zhang Qi Chen Tong Wu Zihan Liu Dahua Lin VGen 62 0 0 02 Dec 2025
GoRL: An Algorithm-Agnostic Framework for Online Reinforcement Learning with Generative Policies Chubin Zhang Zhenglin Wan Feng Chen Xingrui Yu Ivor W. Tsang Bo An 52 0 0 02 Dec 2025
Cross-Domain Offline Policy Adaptation with Dynamics- and Value-Aligned Data Filtering Zhongjian Qiao Rui Yang Jiafei Lyu Chenjia Bai Xiu Li Zhuoran Yang Siyang Gao Shuang Qiu OffRL 84 0 0 02 Dec 2025
ResDiT: Evoking the Intrinsic Resolution Scalability in Diffusion Transformers Yiyang Ma Feng Zhou Xuedan Yin Pu Cao Yonghao Dang Jianqin Yin 16 0 0 01 Dec 2025
CoatFusion: Controllable Material Coating in Images Sagie Levy Elad Aharoni Matan Levy Ariel Shamir Dani Lischinski DiffM AI4CE 80 0 0 01 Dec 2025
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models Wanpeng Zhang Ye Wang Hao Luo Haoqi Yuan Yicheng Feng Sipeng Zheng Qin Jin Zongqing Lu 132 0 0 01 Dec 2025
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models Patrick Kwon Chen Chen DiffM AI4TS VGen 104 0 0 01 Dec 2025
Dimension-free error estimate for diffusion model and optimal scheduling Valentin de Bortoli Romuald Elie A. Kazeykina Zhenjie Ren Jiacheng Zhang DiffM 36 1 0 01 Dec 2025
Efficient Training of Diffusion Mixture-of-Experts Models: A Practical Recipe Y. Liu Yang Yue Jingyuan Zhang Chenxi Sun Yang Zhou Wencong Zeng Ruiming Tang Guorui Zhou DiffM MoE 76 0 0 01 Dec 2025
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Zhiheng Liu Weiming Ren Haozhe Liu Zijian Zhou S. Chen ... Ping Luo Wei Liu Tao Xiang Jonas Schult Yuren Cong 92 0 0 01 Dec 2025
FreqEdit: Preserving High-Frequency Features for Robust Multi-Turn Image Editing Yucheng Liao Jiajun Liang Kaiqian Cui Baoquan Zhao Haoran Xie Wei Liu Qing Li Xudong Mao 92 0 0 01 Dec 2025
Spatiotemporal Pyramid Flow Matching for Climate Emulation Jeremy Irvin Jiaqi Han Z. Wang Abdulaziz Alharbi Yufei Zhao Nomin-Erdene Bayarsaikhan Daniele Visioni A. Ng Duncan Watson-Parris AI4TS 56 0 0 01 Dec 2025
Improved Mean Flows: On the Challenges of Fastforward Generative Models Zhengyang Geng Yiyang Lu Zongze Wu Eli Shechtman J. Zico Kolter Kaiming He AI4CE 36 1 0 01 Dec 2025
Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching Mudit Gaur Prashant Trivedi Shuchin Aeron Amrit Singh Bedi George K. Atia Vaneet Aggarwal 16 0 0 01 Dec 2025
Modality-Augmented Fine-Tuning of Foundation Robot Policies for Cross-Embodiment Manipulation on GR1 and G1 Junsung Park Hogun Kee Songhwai Oh 32 0 0 01 Dec 2025
Reversible Inversion for Training-Free Exemplar-guided Image Editing Yuke Li Lianli Gao Ji Zhang Pengpeng Zeng Lichuan Xiang Hongkai Wen Heng Tao Shen Jingkuan Song DiffM 72 0 0 01 Dec 2025
GRASP: Guided Residual Adapters with Sample-wise Partitioning Felix Nützel Mischa Dombrowski Bernhard Kainz MedIm 116 0 0 01 Dec 2025
Register Any Point: Scaling 3D Point Cloud Registration by Flow Matching Yue Pan Tao Sun Liyuan Zhu Lucas Nunes Iro Armeni Jens Behley Cyrill Stachniss 3DPC 121 0 0 01 Dec 2025
SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead Chaojun Ni Cheng Chen Xiaofeng Wang Zheng Zhu Wenzhao Zheng ... Qiang Zhang Yun Ye Yang Wang Guan Huang Wenjun Mei 48 0 0 30 Nov 2025
Multi-GRPO: Multi-Group Advantage Estimation for Text-to-Image Generation with Tree-Based Trajectories and Multiple Rewards Qiang Lyu Z. Chen C. Wang Haolin Shi Shibo Gao ... Jianlou Si Fei Ding Jing Li Chun Pong Lau Weiqiang Wang EGVM 81 0 0 30 Nov 2025
DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants Martin Andrae Erik Larsson So Takao Tomas Landelius Fredrik Lindsten 32 0 0 29 Nov 2025
Self-sufficient Independent Component Analysis via KL Minimizing Flows Song Liu 12 0 0 29 Nov 2025
Vision Bridge Transformer at Scale Zhenxiong Tan Zeqing Wang Xingyi Yang Songhua Liu Xinchao Wang DiffM 52 0 0 28 Nov 2025
DisMo: Disentangled Motion Representations for Open-World Motion Transfer Thomas Ressler-Antal Frank Fundel Malek Ben Alaya S. A. Baumann Felix Krause Ming Gui Bjorn Ommer DiffM VGen 41 0 0 28 Nov 2025
One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer S. Shi Jing Xu Zhihang Li Chunli Peng Xiaoda Yang Lijing Lu Kai Hu Jiangning Zhang DiffM 52 0 0 28 Nov 2025
BlockVid: Block Diffusion for High-Quality and Consistent Minute-Long Video Generation Zeyu Zhang Shuning Chang Yuanyu He Yizeng Han Jiasheng Tang Fan Wang Bohan Zhuang DiffM VGen 68 2 0 28 Nov 2025
Flow Straighter and Faster: Efficient One-Step Generative Modeling via MeanFlow on Rectified Trajectories Xinxi Zhang Shiwei Tan Quang Nguyen Quan Dao Ligong Han Xiaoxiao He Tunyu Zhang Alen Mrdovic Dimitris N. Metaxas 200 0 0 28 Nov 2025
Guiding Visual Autoregressive Models through Spectrum Weakening Chaoyang Wang Tianmeng Yang Jingdong Wang Yunhai Tong DiffM 108 0 0 28 Nov 2025
DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation Hongfei Zhang Kanghao Chen Zixin Zhang Harold Haodong Chen Yuanhuiyi Lyu Yuqi Zhang Shuai Yang Kun Zhou Yingcong Chen DiffM VGen 84 1 0 28 Nov 2025
A Trainable Centrality Framework for Modern Data Minh Duc Vu M. Liu Doudou Zhou FedML 120 0 0 28 Nov 2025
Flow Density Control: Generative Optimization Beyond Entropy-Regularized Fine-Tuning Riccardo De Santi Marin Vlastelica Ya-Ping Hsieh Zebang Shen Niao He Andreas Krause AI4CE 31 0 0 27 Nov 2025
Beyond Success: Refining Elegant Robot Manipulation from Mixed-Quality Data via Just-in-Time Intervention Yanbo Mao Jianlong Fu Ruoxuan Zhang Hongxia Xie Meibao Yao 20 0 0 27 Nov 2025
AnchorFlow: Training-Free 3D Editing via Latent Anchor-Aligned Flows Zhenglin Zhou Fan Ma Chengzhuo Gui Xiaobo Xia Hehe Fan Yi Yang Tat-Seng Chua 68 0 0 27 Nov 2025
ReasonEdit: Towards Reasoning-Enhanced Image Editing Models Fukun Yin Shiyu Liu Yucheng Han Zhibo Wang Peng Xing ... Pengtao Chen Xiangyu Zhang Daxin Jiang Xianfang Zeng Gang Yu DiffM KELM LRM 160 0 0 27 Nov 2025
Generative models for crystalline materials Houssam Metni Laura Ruple Lauren N. Walters Luca Torresi Jonas Teufel ... Paul Link Lukas Bär Mariana Petrova Gerbrand Ceder Pascal Friederich AI4CE 152 0 0 27 Nov 2025
IMTalker: Efficient Audio-driven Talking Face Generation with Implicit Motion Transfer Bo Chen Tao Liu Qi Chen Xie Chen Zilong Zheng VGen 48 0 0 27 Nov 2025
Generative Anchored Fields: Controlled Data Generation via Emergent Velocity Fields and Transport Algebra Deressa Wodajo Deressa Hannes Mareen Peter Lambert Glenn Van Wallendael 28 0 0 27 Nov 2025
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield Dongyang Liu Peng Gao David Liu Ruoyi Du Zhen Li ... Xin Jin Sihan Cao Shifeng Zhang Hongsheng Li Steven C. H. Hoi 16 0 0 27 Nov 2025
WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation Quanjian Song Yiren Song Kelly Peng Yuan Gao Mike Zheng Shou DiffM VGen 48 0 0 27 Nov 2025
Adversarial Flow Models Shanchuan Lin Ceyuan Yang Zhijie Lin Hao Chen Haoqi Fan GAN 108 0 0 27 Nov 2025
StreamFlow: Theory, Algorithm, and Implementation for High-Efficiency Rectified Flow Generation Sen Fang Hongbin Zhong Yalin Feng Dimitris N. Metaxas 52 1 0 27 Nov 2025
Test-time scaling of diffusions with flow maps Amirmojtaba Sabour Michael Albergo Carles Domingo-Enrich Nicholas M. Boffi Sanja Fidler Karsten Kreis Eric Vanden-Eijnden DiffM 128 0 0 27 Nov 2025