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Flow Matching for Generative Modeling

6 October 2022

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown

Title
Towards Hierarchical Rectified Flow Yichi Zhang Yici Yan Alex Schwing Zhizhen Zhao 121 2 0 24 Feb 2025
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling Florent Bartoccioni Elias Ramzi Victor Besnier Shashanka Venkataramanan Tuan-Hung Vu ... Mickael Chen Éloi Zablocki Andrei Bursuc Eduardo Valle Matthieu Cord VGen 181 2 0 24 Feb 2025
Non-Linear Flow Matching for Full-Atom Peptide Design Dengdeng Huang Shikui Tu 168 0 0 21 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 135 7 0 21 Feb 2025
Conditional sampling within generative diffusion models Zheng Zhao Ziwei Luo Jens Sjölund Thomas B. Schon DiffM VLM 256 4 0 20 Feb 2025
X-IL: Exploring the Design Space of Imitation Learning Policies Xiaogang Jia Atalay Donat Xi Huang Xuan Zhao Denis Blessing ... Han A. Wang Hanyi Zhang Qian Wang Rudolf Lioutikov Gerhard Neumann 153 1 0 20 Feb 2025
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation Minghao Fu Guo-Hua Wang Liangfu Cao Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 86 0 0 18 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 169 0 0 17 Feb 2025
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Jingcheng Ni Yuxin Guo Yichen Liu Rui Chen Lewei Lu Z. Wu DiffM VGen 144 5 0 17 Feb 2025
Diffusion Models without Classifier-free Guidance Zhicong Tang Jianmin Bao Dong Chen Baining Guo VLM 81 5 0 17 Feb 2025
In-Context Parametric Inference: Point or Distribution Estimators? Sarthak Mittal Yoshua Bengio Nikolay Malkin Guillaume Lajoie 130 0 0 17 Feb 2025
IMLE Policy: Fast and Sample Efficient Visuomotor Policy Learning via Implicit Maximum Likelihood Estimation Krishan Rana Robert Lee David Pershouse Niko Suenderhauf VGen 124 1 0 17 Feb 2025
FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching Hui Wang Shujie Liu Lingwei Meng Jiajian Li Yifan Yang ... Yanqing Liu Haoqin Sun Jiaming Zhou Yan Lu Yong Qin 109 2 0 16 Feb 2025
Phantom: Subject-consistent video generation via cross-modal alignment Lijie Liu Tianxiang Ma Bingchuan Li Zhuowei Chen Jiawei Liu Qian He Xinglong Wu Qian He Xinglong Wu DiffM VGen 180 14 0 16 Feb 2025
FuncGenFoil: Airfoil Generation and Editing Model in Function Space Jinouwen Zhang Junjie Ren A. Yang Yan Lu Lu Chen Hairun Xie Jing Wang Miao Zhang W. Ouyang Shixiang Tang 579 0 0 15 Feb 2025
Designing a Conditional Prior Distribution for Flow-Based Generative Models Noam Issachar Mohammad Salama Raanan Fattal Sagie Benaim 143 0 0 13 Feb 2025
Neural Flow Samplers with Shortcut Models Wuhao Chen Zijing Ou Yingzhen Li 244 2 0 11 Feb 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng Jing Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 105 1 0 11 Feb 2025
Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models Rafał Karczewski Markus Heinonen Vikas Garg DiffM 104 1 0 09 Feb 2025
Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making Prince Zizhuang Wang Jinhao Liang Shuyi Chen Ferdinando Fioretto Shixiang Zhu OffRL AI4CE 189 3 0 08 Feb 2025
Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts Roussel Desmond Nzoyem Grant Stevens Amarpal Sahota David A.W. Barton Tom Deakin 181 3 0 07 Feb 2025
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation Jinbo Xing Long Mai Cusuh Ham Jiahui Huang Aniruddha Mahapatra Chi-Wing Fu T. Wong Feng Liu DiffM VGen 281 5 0 06 Feb 2025
FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing Jinya Sakurai Issei Sato 153 1 0 06 Feb 2025
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization Yixiao Chen Shikun Sun Jianshu Li Ruoyu Li Zhe Li Junliang Xing AAML 304 0 0 04 Feb 2025
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations Grigory Bartosh Dmitry Vetrov C. A. Naesseth 137 0 0 04 Feb 2025
Open Materials Generation with Stochastic Interpolants Philipp Hoellmer Thomas Egg Maya M. Martirossyan Eric Fuemmeler Amit Gupta ... George Karypis Mark K. Transtrum Richard G. Hennig E. Tadmor Stefano Martiniani AI4CE 159 2 0 04 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 145 0 0 04 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation Jiajian Li Jingyun Liang Yong Guo Wenbo Li Yulun Zhang DiffM 193 3 0 04 Feb 2025
Generative Modeling on Lie Groups via Euclidean Generalized Score Matching Marco Bertolini Tuan Le Djork-Arné Clevert DiffM 186 0 0 04 Feb 2025
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data Alexander Kolesov Manukhov Stepan Vladimir V. Palyulin Alexander Korotin 107 1 0 04 Feb 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Yang Cao Zhao Song Chiwun Yang VGen 152 3 0 01 Feb 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu Xiyan Cai Wei Wei Xingtong Ge Dailan He Ming Sun Jingjing Liu Yuanhang Zhang Jian Li Yan Wang DiffM 213 3 0 31 Jan 2025
VoicePrompter: Robust Zero-Shot Voice Conversion with Voice Prompt and Conditional Flow Matching Ha-Yeong Choi Jaehan Park 169 0 0 29 Jan 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 172 9 0 28 Jan 2025
Efficient Point Clouds Upsampling via Flow Matching Zheng Liu Chenhang He Lei Li 117 1 0 28 Jan 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Qingbin Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Guosheng Dong Xin Wu AuLLM 184 23 0 28 Jan 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yansen Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu DiffM 147 4 0 26 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 168 26 0 23 Jan 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 263 45 0 21 Jan 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 153 2 0 20 Jan 2025
Accurate and thermodynamically consistent hydrogen equation of state for planetary modeling with flow matching Hao Xie Saburo Howard Guglielmo Mazzola 110 2 0 17 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 156 31 0 17 Jan 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 146 2 0 13 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming-Hsuan Yang Sergey Tulyakov DiffM VGen 194 13 0 10 Jan 2025
Stochastic Process Learning via Operator Flow Matching Yaozhong Shi Zachary E. Ross D. Asimaki Kamyar Azizzadenesheli 166 3 0 10 Jan 2025
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance Dongmin Park Sebin Kim Taehong Moon Minkyu Kim Kangwook Lee Jaewoong Cho DiffM CoGe 120 5 0 08 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 154 16 0 08 Jan 2025
Local Flow Matching Generative Models Chen Xu Xiuyuan Cheng Yao Xie 136 2 0 03 Jan 2025
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models Daniela de Albuquerque John Pearson DiffM 154 0 0 03 Jan 2025
Graph Generative Pre-trained Transformer Xiaohui Chen Yinkai Wang Jiaxing He Yuanqi Du S. Hassoun Xiaolin Xu Li Liu 139 2 0 02 Jan 2025