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 / 1,807 papers shown

Title
Energy Loss Functions for Physical Systems Sékou-Oumar Kaba Kusha Sareen Daniel Levy Siamak Ravanbakhsh PINN AI4CE 190 0 0 03 Nov 2025
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation Yongyuan Liang Wei Chow Feng Li Ziqiao Ma Xiyao Wang Jiageng Mao Jiuhai Chen Jiatao Gu Y. Wang Furong Huang LRM 180 1 0 03 Nov 2025
SE(3)-PoseFlow: Estimating 6D Pose Distributions for Uncertainty-Aware Robotic Manipulation Yufeng Jin Niklas Funk V. Prasad Zechu Li Mathias Franzius Jan Peters Georgia Chalvatzaki 100 0 0 03 Nov 2025
MotionStream: Real-Time Video Generation with Interactive Motion Controls Joonghyuk Shin Zhengqi Li Richard Zhang Jun-Yan Zhu Jaesik Park Eli Schechtman Xun Huang DiffM VGen 272 7 0 03 Nov 2025
UniREditBench: A Unified Reasoning-based Image Editing Benchmark Feng Han Y. Wang Chenglin Li Zheming Liang Dianyi Wang ... Zhipeng Wei Chao Gong Cheng Jin Yue Yu J. Wang 134 1 0 03 Nov 2025
UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback Ropeway Liu Hangjie Yuan B. Dong Jiazheng Xing Jinwang Wang Rui Zhao Yan Xing Weihua Chen F. Wang VGen 118 0 0 03 Nov 2025
Stability of the Kim--Milman flow map Sinho Chewi Aram-Alexandre Pooladian Matthew Shunshi Zhang 102 1 0 03 Nov 2025
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow Kristiyan Sakalyan Alessandro Palma Filippo Guerranti Fabian J. Theis Stephan Günnemann 178 4 0 02 Nov 2025
RefVTON: person-to-person Try on with Additional Unpaired Visual Reference Liuzhuozheng Li Yue Gong Shanyuan Liu Bo Cheng Yuhang Ma Liebucha Wu Dengyang Jiang Zanyi Wang Dawei Leng Yuhui Yin 236 0 0 02 Nov 2025
ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation Panwang Pan Jingjing Zhao Yuchen Lin Chenguo Lin Chenxin Li Haopeng Li Honglei Yan Tingting Shen DiffM VGen 264 0 0 01 Nov 2025
Diff4Splat: Controllable 4D Scene Generation with Latent Dynamic Reconstruction Models Panwang Pan Chenguo Lin Jingjing Zhao Chenxin Li Yuchen Lin ... Honglei Yan Kairun Wen Yunlong Lin Yixuan Yuan Yadong Mu 3DGS VGen 121 1 0 01 Nov 2025
iFlyBot-VLA Technical Report Yuan Zhang Chenyu Xue Wenjie Xu Chao Ji Jiajia wu Jia Pan LM&Ro 274 0 0 01 Nov 2025
Sensitivity Analysis for Climate Science with Generative Flow Models Alex Dobra Jakiw Pidstrigach Tim Reichelt P. Fraccaro Johannes Jakubik A. Jones Christian Schroeder de Witt Philip Stier Philip Torr 289 0 0 01 Nov 2025
E-MMDiT: Revisiting Multimodal Diffusion Transformer Design for Fast Image Synthesis under Limited Resources Tong Shen Jingai Yu Dong Zhou Dong Li E. Barsoum DiffM 87 0 0 31 Oct 2025
GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow Mengbo Wang Shourya Verma Aditya Malusare Luopin Wang Yiyang Lu Vaneet Aggarwal Mario Sola Ananth Grama Nadia Atallah Lanman MedIm 176 0 0 31 Oct 2025
Learning Generalizable Visuomotor Policy through Dynamics-Alignment Dohyeok Lee Jung Min Lee Munkyung Kim Seokhun Ju Jin Woo Koo Kyungjae Lee Dohyeong Kim Taehyun Cho Jungwoo Lee 84 0 0 31 Oct 2025
Simplex-to-Euclidean Bijections for Categorical Flow Matching Bernardo Williams Victor M. Yeom-Song M. Hartmann Arto Klami 121 0 0 31 Oct 2025
Continuous Autoregressive Language Models Chenze Shao Darren Li Fandong Meng Jie Zhou KELM 254 0 0 31 Oct 2025
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model John Won Kyungmin Lee Huiwon Jang Dongyoung Kim Jinwoo Shin 137 2 0 31 Oct 2025
Human-in-the-loop Online Rejection Sampling for Robotic Manipulation Guanxing Lu Rui Zhao Haitao Lin He Zhang Yansong Tang OffRL 116 0 0 30 Oct 2025
Emu3.5: Native Multimodal Models are World Learners Yufeng Cui Honghao Chen Haoge Deng X. Y. Huang Xinghang Li ... Zhuo Chen Yulong Ao Tiejun Huang Zhongyuan Wang Xinlong Wang MLLM VGen 392 11 0 30 Oct 2025
OmniX: From Unified Panoramic Generation and Perception to Graphics-Ready 3D Scenes Yukun Huang Jiwen Yu Yanning Zhou Jianan Wang Xintao Wang Pengfei Wan Xihui Liu VGen 125 0 0 30 Oct 2025
UniTok-Audio: A Unified Audio Generation Framework via Generative Modeling on Discrete Codec Tokens Chengwei Liu Haoyin Yan Shaofei Xue Xiaotao Liang Yinghao Liu Zheng Xue Gang Song Boyang Zhou 199 0 0 30 Oct 2025
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation Jing Lin R. Wang Junzhe Lu Ziqi Huang Guorui Song ... Wanqi Yin Qingping Sun Zhongang Cai Lei Yang Ziwei Liu DiffM VGen 117 2 0 30 Oct 2025
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail Nvidia Yan Wang W. Luo Junjie Bai Yulong Cao ... Yurong You Xiaohui Zeng Wenyuan Zhang Boris Ivanovic Marco Pavone LRM 108 9 0 30 Oct 2025
Robust Super-Capacity SRS Channel Inpainting via Diffusion Models Usman Akram Fan Zhang Yang Li Haris Vikalo DiffM 105 0 0 30 Oct 2025
Bias-Corrected Data Synthesis for Imbalanced Learning Pengfei Lyu Zhengchi Ma Linjun Zhang Anru R. Zhang 161 0 0 30 Oct 2025
Running VLAs at Real-time Speed Yunchao Ma Yizhuang Zhou Y. Yang T. Wang Haoqiang Fan 65 2 0 30 Oct 2025
Efficient Generative AI Boosts Probabilistic Forecasting of Sudden Stratospheric Warmings Ningning Tao Fei Xie Baoxiang Pan Hongyu Wang Han Huang Zhongpu Qiu Ke Gui Jiali Luo Xiaosong Chen AI4Cl 227 0 0 30 Oct 2025
FullPart: Generating each 3D Part at Full Resolution Lihe Ding Shaocong Dong Yaokun Li Chenjian Gao Xiao Chen ... Bo Huang Zhanpeng Huang Zibin Wang Dan Xu Tianfan Xue DiffM 108 2 0 30 Oct 2025
Curly Flow Matching for Learning Non-gradient Field Dynamics Katarina Petrović Lazar Atanackovic Viggo Moro Kacper Kapusniak .Ismail .Ilkan Ceylan M. Bronstein A. Bose Alexander Tong 93 3 0 30 Oct 2025
Off-policy Reinforcement Learning with Model-based Exploration Augmentation Likun Wang Xiangteng Zhang Yinuo Wang Guojian Zhan Wenxuan Wang Haoyu Gao Jingliang Duan Shengbo Eben Li OffRL 147 0 0 29 Oct 2025
Generative Image Restoration and Super-Resolution using Physics-Informed Synthetic Data for Scanning Tunneling Microscopy Nikola L. Kolev Tommaso Rodani Neil J. Curson Taylor J. Z. Stock Alberto Cazzaniga MedIm 76 0 0 29 Oct 2025
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation Chao Song Zhiyuan Liu Han Huang L. Wang Qiong Wang Jianyu Shi Hui Yu Yihang Zhou Yang-ting Zhang 68 0 0 29 Oct 2025
MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency Nicolas Dufour Lucas Degeorge Arijit Ghosh Vicky Kalogeiton David Picard EGVM 324 0 0 29 Oct 2025
Neural Stochastic Flows: Solver-Free Modelling and Inference for SDE Solutions Naoki Kiyohara Edward Johns Yingzhen Li 68 0 0 29 Oct 2025
$$π_\texttt{RL}$: Online RL Fine-tuning for Flow-based Vision-Language-Action Models$ $π_\texttt{RL}$ : Online RL Fine-tuning for Flow-based Vision-Language-Action Models Kang Chen Zhihao Liu T. Zhang Zhen Guo Si Xu ... Guoliang Fan T. Huang Yu Wang Yu Wang Chao Yu OffRL VLM 416 0 0 29 Oct 2025
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing Pengtao Chen Xianfang Zeng Maosen Zhao Mingzhu Shen Peng Ye Bangyin Xiang Zhibo Wang Wei Cheng Gang Yu Tao Chen DiffM 218 0 0 29 Oct 2025
PitchFlower: A flow-based neural audio codec with pitch controllability Diego Torres Axel Roebel Nicolas Obin 64 0 0 29 Oct 2025
SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing Sung-Hoon Yoon Minghan Li Gaspard Beaudouin Congcong Wen Muhammad Rafay Azhar Mengyu Wang DiffM 180 2 0 29 Oct 2025
CDFlow: Building Invertible Layers with Circulant and Diagonal Matrices Xuchen Feng Siyu Liao BDL 256 0 0 29 Oct 2025
Distributional Evaluation of Generative Models via Relative Density Ratio Yuliang Xu Yun Wei Li Ma EGVM 301 0 0 29 Oct 2025
The Generation Phases of Flow Matching: a Denoising Perspective Anne Gagneux Ségolène Martin Rémi Gribonval Mathurin Massias 72 1 0 28 Oct 2025
BLM $_1$ : A Boundless Large Model for Cross-Space, Cross-Task, and Cross-Embodiment Learning Wentao Tan Bowen Wang Heng Zhi Chenyu Liu Z. Li ... Chen Xu Zhibin Wang Tianshi Wang Lei Zhu Heng Tao Shen LM&Ro 139 0 0 28 Oct 2025
GACA-DiT: Diffusion-based Dance-to-Music Generation with Genre-Adaptive Rhythm and Context-Aware Alignment Jinting Wang Chenxing Li Li Liu 52 0 0 28 Oct 2025
Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation Kang Zhang T. Pham Suyeon Lee Axi Niu Arda Senocak Joon Son Chung AuLLM VGen 231 0 0 28 Oct 2025
Bayesian Speech synthesizers Can Learn from Multiple Teachers Ziyang Zhang Yifan Gao Xuenan Xu Baoxiangli Wen Wu Chao Zhang 68 0 0 28 Oct 2025
ETC: training-free diffusion models acceleration with Error-aware Trend Consistency Jiajian Xie Hubery Yin Chen Li Zhou Zhao Shengyu Zhang DiffM 167 0 0 28 Oct 2025
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance Y. X. Wei Shiwei Zhang Hangjie Yuan Yujin Han Zhekai Chen ... Difan Zou Xihui Liu Yingya Zhang Yu Liu Hongming Shan DiffM MoE 176 3 0 28 Oct 2025
World Simulation with Video Foundation Models for Physical AI Nvidia A. M. Ali Junjie Bai Maciej Bala Yogesh Balaji ... Jing Zhang Qinsheng Zhang Kaiwen Zheng Andrew Zhu Yuke Zhu VGen PINN 331 11 0 28 Oct 2025