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Flow Matching for Generative Modeling

6 October 2022

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown

Title
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data Lingkai Kong Haichuan Wang Tonghan Wang Guojun Xiong Milind Tambe OffRL 54 0 0 29 May 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 48 0 0 29 May 2025
Optimization-Free Diffusion Model -- A Perturbation Theory Approach Y. Khoo Mathias Oster Yifan Peng DiffM 47 0 0 29 May 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space Fangyikang Wang Hubery Yin Shaobin Zhuang Huminhao Zhu Yinan Li Lei Qian Chao Zhang Hanbin Zhao Hui Qian Chen Li 54 1 0 29 May 2025
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing Jeongsol Kim Yeobin Hong Jong Chul Ye 34 0 0 29 May 2025
Normalizing Flows are Capable Models for RL Raj Ghugare Benjamin Eysenbach OffRL AI4CE 86 0 0 29 May 2025
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Junqi Zhao Jinzheng Zhao Haohe Liu Yun Chen Lu Han Xubo Liu Mark D. Plumbley Wenwu Wang DiffM 48 0 0 28 May 2025
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning Tonghe Zhang Chao Yu Sichang Su Yu Wang 90 0 0 28 May 2025
HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer Qi Cai Jingwen Chen Yang Chen Yehao Li Fuchen Long ... Rui Tian Siyu Wang Bo Zhao Ting Yao Tao Mei VLM 27 0 0 28 May 2025
BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models Susan Liang Dejan Marković I. D. Gebru Steven Krenn Todd Keebler Jacob Sandakly Frank Yu Samuel Hassel Chenliang Xu Alexander Richard 59 0 0 28 May 2025
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics Siyeop Yoon Sifan Song Pengfei Jin Matthew Tivnan Y. Oh Sekeun Kim Dufan Wu Xiang Li Quanzheng Li MedIm 21 0 0 28 May 2025
Scaling Offline RL via Efficient and Expressive Shortcut Models Nicolas Espinosa-Dice Yiyi Zhang Yiding Chen Bradley Guo Owen Oertell Gokul Swamy Kianté Brantley Wen Sun OffRL LRM 71 0 0 28 May 2025
PanoWan: Lifting Diffusion Video Generation Models to 360° with Latitude/Longitude-aware Mechanisms Yifei Xia Shuchen Weng Siqi Yang Jingqi Liu Chengxuan Zhu Minggui Teng Zijian Jia Han Jiang Boxin Shi DiffM VGen 102 0 0 28 May 2025
FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators Guy Moss Leah Sophie Muhle R. Drews Jakob H Macke Cornelius Schroder 49 0 0 28 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 54 0 0 27 May 2025
Advancing high-fidelity 3D and Texture Generation with 2.5D latents Xin Yang Jiantao Lin Yingjie Xu Haodong Li Yingcong Chen 3DV 64 0 0 27 May 2025
LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation Pascal Zwick Nils Friederich Maximilian Beichter Lennart Hilbert Ralf Mikut Oliver Bringmann MedIm 41 0 0 27 May 2025
ISAC: Training-Free Instance-to-Semantic Attention Control for Improving Multi-Instance Generation Sanghyun Jo Wooyeol Lee Ziseok Lee Kyungsu Kim 801 0 0 27 May 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li T. Ge Bo Zheng Limin Wang DiffM 119 0 0 27 May 2025
Decision Flow Policy Optimization Jifeng Hu Sili Huang Siyuan Guo Zhaogeng Liu Li Shen Lichao Sun Hechang Chen Yi-Ju Chang Dacheng Tao 68 0 0 26 May 2025
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 142 0 0 26 May 2025
Energy-based generator matching: A neural sampler for general state space Dongyeop Woo Minsu Kim Minkyu Kim Kiyoung Seong SungSoo Ahn 97 0 0 26 May 2025
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities Jin Wang Yao Lai Aoxue Li Shifeng Zhang Jiacheng Sun Ning Kang Chengyue Wu Zhenguo Li Ping Luo 74 2 0 26 May 2025
On the Relation between Rectified Flows and Optimal Transport Johannes Hertrich Antonin Chambolle Julie Delon OT 39 0 0 26 May 2025
HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters Yi Chen Sen Liang Zixiang Zhou Ziyao Huang Yifeng Ma Junshu Tang Qin Lin Yuan Zhou Qinglin Lu VGen 54 0 0 26 May 2025
Training-Free Multi-Step Audio Source Separation Yongyi Zang Jingyi Li Qiuqiang Kong 239 0 0 26 May 2025
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Qixi Zheng Yushen Chen Zhikang Niu Ziyang Ma Xiaofei Wang Kai Yu Xie Chen 56 0 0 26 May 2025
Kernel Space Diffusion Model for Efficient Remote Sensing Pansharpening Hancong Jin Zihan Cao Liangjian Deng DiffM 194 0 0 25 May 2025
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching Tinglin Huang Tianyu Liu Mehrtash Babadi Wengong Jin Rex Ying MedIm 20 0 0 25 May 2025
Localizing Knowledge in Diffusion Transformers Arman Zarei Samyadeep Basu Keivan Rezaei Zihao Lin Sayan Nag Soheil Feizi 46 0 0 24 May 2025
Flow Matching for Geometric Trajectory Simulation Kiet Bennema ten Brinke Koen Minartz Vlado Menkovski AI4CE 51 0 0 24 May 2025
High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction Seongsu Kim N. Kim Dongwoo Kim SungSoo Ahn 49 0 0 24 May 2025
Flexible MOF Generation with Torsion-Aware Flow Matching N. Kim Seongsu Kim Sungsoo Ahn AI4CE 133 0 0 23 May 2025
Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models Louis Bethune David Vigouroux Yilun Du Rufin VanRullen Thomas Serre Victor Boutin DiffM 77 0 0 23 May 2025
InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO Xueji Fang Liyuan Ma Zhiyang Chen Mingyuan Zhou Guo-Jun Qi VGen 234 0 0 23 May 2025
T2VUnlearning: A Concept Erasing Method for Text-to-Video Diffusion Models Xiaoyu Ye Songjie Cheng Yongtao Wang Yajiao Xiong Yishen Li DiffM 192 0 0 23 May 2025
Generative Distribution Embeddings Nic Fishman Gokul Gowri Peng Yin Jonathan Gootenberg Omar Abudayyeh SyDa 957 0 0 23 May 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems N. Benjamin Erichson Vinicius Mikuni Dongwei Lyu Yang Gao Omri Azencot Soon Hoe Lim Michael W. Mahoney AI4CE 898 0 0 23 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 45 0 0 23 May 2025
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention Shuang Wu Youtian Lin Feihu Zhang Yifei Zeng Yikang Yang ... Jiachen Qian Siyu Zhu Xun Cao Philip Torr Yao Yao 3DGS 126 1 0 23 May 2025
Diffusion Classifiers Understand Compositionality, but Conditions Apply Yujin Jeong Arnas Uselis Seong Joon Oh Anna Rohrbach DiffM CoGe 568 0 3 23 May 2025
CT-OT Flow: Estimating Continuous-Time Dynamics from Discrete Temporal Snapshots Keisuke Kawano Takuro Kutsuna Naoki Hayashi Yasushi Esaki Hidenori Tanaka OT 35 0 0 23 May 2025
MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing Junjie Zheng Zihao Chen Chaofan Ding Yunming Liang Yihan Fan Huan Yang Lei Xie Xinhan Di VGen 80 0 0 22 May 2025
Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization Noémie Bergues Arthur Carré Paul Join-Lambert Brice Hoffmann Arnaud Blondel Hamza Tajmouati 23 0 0 22 May 2025
Flow Matching based Sequential Recommender Model Feng Liu Lixin Zou Xiangyu Zhao Min Tang Liming Dong Dan Luo Xiangyang Luo Chenliang Li DiffM 84 0 0 22 May 2025
Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation Cheng Jin Zhenyu Xiao Chutao Liu Yuantao Gu DiffM 37 2 0 21 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 82 0 0 20 May 2025
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry Antoine Collas Ce Ju Nicolas Salvy Bertrand Thirion 61 0 0 20 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 82 0 0 19 May 2025
3D Visual Illusion Depth Estimation Chengtang Yao Zhidan Liu Jiaxi Zeng Lidong Yu Yuwei Wu Yunde Jia MDE 157 0 0 19 May 2025