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Flow Matching for Generative Modeling

6 October 2022

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown

Title
Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets Chuning Zhu Raymond Yu S. Feng Benjamin Burchfiel Paarth Shah Abhishek Gupta VGen 165 7 0 03 Apr 2025
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance Yuxuan Luo Zhengkun Rong Lizhen Wang Longhao Zhang Tianshu Hu Yongming Zhu VGen 447 8 0 02 Apr 2025
Flow Matching on Lie Groups Finn M. Sherry Bart M.N. Smets 129 0 0 01 Apr 2025
SupertonicTTS: Towards Highly Scalable and Efficient Text-to-Speech System Hyeongju Kim Jinhyeok Yang Yechan Yu Seunghun Ji Jacob Morton Frederik Bous Joon Byun Juheon Lee 149 0 0 29 Mar 2025
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation Hadrien Reynaud Alberto Gomez Paul Leeson Qingjie Meng Bernhard Kainz MedIm 84 2 0 28 Mar 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 113 0 0 28 Mar 2025
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 176 11 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Weichen Fan Amber Yijia Zheng Raymond A. Yeh Ziwei Liu 88 2 0 24 Mar 2025
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos Chris Pedersen L. Zanna Joan Bruna 97 5 0 24 Mar 2025
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 127 7 0 24 Mar 2025
ARFlow: Human Action-Reaction Flow Matching with Physical Guidance Wentao Jiang Jingya Wang Haotao Lu Kaiyang Ji Baoxiong Jia Siyuan Huang 89 0 0 21 Mar 2025
Position: Interactive Generative Video as Next-Generation Game Engine Jiwen Yu Yiran Qin Haoxuan Che Quande Liu Xintao Wang Pengfei Wan Di Zhang Xihui Liu VGen 109 4 0 21 Mar 2025
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance Liya Guo Zun Wang Chang-Shu Liu Junlong Li Pipi Hu Yi Zhu DiffM 75 0 0 18 Mar 2025
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Nvidia Johan Bjorck Fernando Castañeda Nikita Cherniadev Xingye Da ... Ao Zhang Hao Zhang Yizhou Zhao Ruijie Zheng Yuke Zhu VLM 158 68 0 18 Mar 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing Tsu-Jui Fu Yusu Qian Chen Chen Wenze Hu Zhe Gan Yue Yang 221 2 0 16 Mar 2025
Serenade: A Singing Style Conversion Framework Based On Audio Infilling Lester Phillip Violeta Wen-Chin Huang Tomoki Toda 65 0 0 16 Mar 2025
Probabilistic Forecasting for Dynamical Systems with Missing or Imperfect Data Siddharth Rout Eldad Haber Stéphane Gaudreault AI4TS AI4CE 139 0 0 15 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 149 8 0 14 Mar 2025
ReCamMaster: Camera-Controlled Generative Rendering from A Single Video Jianhong Bai Menghan Xia Xiao Fu Xintao Wang Lianrui Mu ... Zuozhu Liu Haoji Hu Xiang Bai Pengfei Wan Di Zhang DiffM VGen 114 17 0 14 Mar 2025
Flows on convex polytopes Tomek Diederen Nicola Zamboni 74 0 0 13 Mar 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 150 1 0 13 Mar 2025
Probabilistic Forecasting via Autoregressive Flow Matching Ahmed El-Gazzar Marcel van Gerven AI4TS 95 0 0 13 Mar 2025
Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures Nina Vesseron Louis Béthune Marco Cuturi 138 0 0 13 Mar 2025
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing Zexuan Yan Yue Ma Chang Zou Wenteng Chen Qifeng Chen Linfeng Zhang 182 4 0 13 Mar 2025
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer Haoxuan Wang Jinlong Peng Qu He Hao Yang Ying Jin ... Yanjie Pan Zhenye Gan M. Chi Bo Peng Yun Wang DiffM 105 2 0 12 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 177 10 0 12 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 101 0 0 11 Mar 2025
Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies Chen Xu Tony Nguyen Emma Dixon Christopher Rodriguez Patrick Miller Robert Lee Paarth Shah Rares Andrei Ambrus Haruki Nishimura Masha Itkina OffRL 258 3 0 11 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 159 1 0 11 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 93 4 0 10 Mar 2025
Generative Video Bi-flow Chen Liu Tobias Ritschel DiffM VGen 98 0 0 09 Mar 2025
GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving Zebin Xing Xinsong Zhang Yang Hu Bo Jiang Tong He Qian Zhang Xiaoxiao Long Wei Yin 124 11 0 07 Mar 2025
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice Hongwei Yi Tian Ye Shitong Shao Xuancheng Yang Jiantong Zhao ... Zeke Xie Lei Zhu Wei Li Michael Lingelbach Daquan Zhou VGen 116 4 0 07 Mar 2025
Leveraging Large Language Models For Scalable Vector Graphics Processing: A Review Boris Malashenko Ivan Jarsky Valeria Efimova VLM 139 0 0 06 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Yongqian Li Jiajun Li Haoling Li Yuxuan Lin Dongsheng Jiang Yue Yang Linfeng Zhang DiffM 97 1 0 05 Mar 2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials Chaitanya K. Joshi Xiang Fu Yi-Lun Liao Vahe Gharakhanyan Benjamin Kurt Miller Anuroop Sriram Zachary W. Ulissi DiffM 208 10 0 05 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 112 3 0 04 Mar 2025
Generative Modeling of Microweather Wind Velocities for Urban Air Mobility Tristan A. Shah Michael C. Stanley James E. Warner 110 1 0 04 Mar 2025
RiboGen: RNA Sequence and Structure Co-Generation with Equivariant MultiFlow Dana Rubin Allan dos Santos Costa Manvitha Ponnapati J. Jacobson 96 0 0 03 Mar 2025
Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation Jiantao Lin Xin Yang Meixi Chen Yingjie Xu D. Yan Leyi Wu Xinli Xu Lie Xu Shunsi Zhang Ying-Cong Chen 127 2 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 153 3 0 03 Mar 2025
Generative Human Geometry Distribution Xiangjun Tang Biao Zhang Peter Wonka 3DH 195 0 0 03 Mar 2025
Generative Uncertainty in Diffusion Models Metod Jazbec Eliot Wong-Toi Guoxuan Xia Dan Zhang Eric T. Nalisnick Stephan Mandt DiffM 127 1 0 28 Feb 2025
Spatial Reasoning with Denoising Models Christopher Wewer Bart Pogodzinski Bernt Schiele J. E. Lenssen DiffM LRM 145 1 0 28 Feb 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 225 11 0 27 Feb 2025
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics Pu Wang Huaizhi Ma Zhihua Zhang Zhuoran Zheng AI4CE 103 0 0 26 Feb 2025
VCT: Training Consistency Models with Variational Noise Coupling Gianluigi Silvestri L. Ambrogioni Chieh-Hsin Lai Yuhta Takida Yuki Mitsufuji 156 2 0 25 Feb 2025
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 113 0 0 24 Feb 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 76 0 0 24 Feb 2025