v1v2 (latest)

Flow Matching for Generative Modeling

6 October 2022

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown

Title
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers Zhengyao Lv Tianlin Pan Chenyang Si Zhaoxi Chen W. Zuo Ziwei Liu Kwan-Yee K. Wong 33 0 0 09 Jun 2025
Variational Supervised Contrastive Learning Ziwen Wang Jiajun Fan Thao Nguyen Heng Ji Ge Liu DRL SSL 47 0 0 09 Jun 2025
Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels Davide Carbone DiffM 12 0 0 09 Jun 2025
A Stable Whitening Optimizer for Efficient Neural Network Training Kevin Frans Sergey Levine Pieter Abbeel 35 0 0 08 Jun 2025
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models Sangwon Jang Taekyung Ki Jaehyeong Jo Jaehong Yoon Soo Ye Kim Zhe Lin Sung Ju Hwang DiffM VGen 28 0 0 08 Jun 2025
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Tianyi Bai Yuxuan Fan Jiantao Qiu Fupeng Sun Jiayi Song Junlin Han Zichen Liu Conghui He Wentao Zhang Binhang Yuan MLLM VLM 26 0 0 08 Jun 2025
GGBall: Graph Generative Model on Poincaré Ball Tianci Bu Chuanrui Wang Hao Ma Haoren Zheng Xin Lu Tailin Wu 27 0 0 08 Jun 2025
Controllable Coupled Image Generation via Diffusion Models Chenfei Yuan Nanshan Jia Hangqi Li Peter W. Glynn Zeyu Zheng DiffM 27 0 0 07 Jun 2025
Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning S. Chen Peiyu He Jiaxin Hu Ziyang Liu Y. Wang ... Zhenyi Zhang Zheyu Zhang D. Zhu Hang Li Yangang Zhang 53 0 0 06 Jun 2025
Exponential Family Variational Flow Matching for Tabular Data Generation Andrés Guzmán-Cordero Floor Eijkelboom Jan-Willem van de Meent 61 0 0 06 Jun 2025
RNE: a plug-and-play framework for diffusion density estimation and inference-time control Jiajun He Jose Miguel Hernandez-Lobato Yuanqi Du Francisco Vargas 100 0 0 06 Jun 2025
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis Jiatao Gu Tianrong Chen David Berthelot Huangjie Zheng Yuyang Wang Ruixiang Zhang Laurent Dinh Miguel Angel Bautista Josh Susskind Shuangfei Zhai 47 0 0 06 Jun 2025
On Fitting Flow Models with Large Sinkhorn Couplings Michal Klein Alireza Mousavi-Hosseini Stephen Zhang Marco Cuturi 39 0 0 05 Jun 2025
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Quan Shi Carlos E. Jimenez Shunyu Yao Nick Haber Diyi Yang Karthik Narasimhan 45 0 0 05 Jun 2025
Contrastive Flow Matching George Stoica Vivek Ramanujan Xiang Fan Ali Farhadi Ranjay Krishna Judy Hoffman 84 0 0 05 Jun 2025
ContentV: Efficient Training of Video Generation Models with Limited Compute Wenfeng Lin Renjie Chen Boyuan Liu Shiyue Yan Ruoyu Feng ... Chao Feng Jiao Ran Qi Wu Zuotao Liu Mingyu Guo VGen 111 0 0 05 Jun 2025
GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance Jirí Navrátil Jarret Ross Payel Das Youssef Mroueh Samuel C. Hoffman Vijil Chenthamarakshan Brian M. Belgodere 25 0 0 05 Jun 2025
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction Yuanpei Gao Qi Yan Yan Leng Renjie Liao AI4TS 99 0 0 05 Jun 2025
Learning normalized image densities via dual score matching Florentin Guth Zahra Kadkhodaie Eero P. Simoncelli DiffM 106 0 0 05 Jun 2025
Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints Utkarsh Utkarsh Pengfei Cai Alan Edelman Rafael Gomez-Bombarelli Christopher Rackauckas AI4CE 78 0 0 04 Jun 2025
Comparative Analysis of Fast and High-Fidelity Neural Vocoders for Low-Latency Streaming Synthesis in Resource-Constrained Environments Reo Yoneyama Masaya Kawamura Ryo Terashima Ryuichi Yamamoto Tomoki Toda 123 0 0 04 Jun 2025
Horizon Reduction Makes RL Scalable Seohong Park Kevin Frans Deepinder Mann Benjamin Eysenbach Aviral Kumar Sergey Levine OffRL 92 0 0 04 Jun 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 83 2 0 04 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Anil Kag Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 67 0 0 04 Jun 2025
Controllable Human-centric Keyframe Interpolation with Generative Prior Z. Guo Size Wu Zhongang Cai Wei Li Chen Change Loy DiffM VGen 55 0 0 03 Jun 2025
FlexPainter: Flexible and Multi-View Consistent Texture Generation Dongyu Yan Leyi Wu Jiantao Lin Luozhou Wang Tianshuo Xu Zhifei Chen Zhen Yang Lie Xu Shunsi Zhang Yingcong Chen DiffM 70 0 0 03 Jun 2025
UniConFlow: A Unified Constrained Generalization Framework for Certified Motion Planning with Flow Matching Models Zewen Yang X. Dai Dian Yu Qianru Li Yu Li Valentin Le Mesle 68 0 0 03 Jun 2025
LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Yuxuan Wu Le Wang Sanping Zhou Mengnan Liu Gang Hua Haoxiang Li DiffM 66 0 0 03 Jun 2025
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Bimsara Pathiraja Maitreya Patel Shivam Singh Yezhou Yang Chitta Baral 31 0 0 03 Jun 2025
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences Yunhong Lu Qichao Wang H. Cao Xiaoyin Xu Min Zhang 51 0 0 03 Jun 2025
Native-Resolution Image Synthesis Zidong Wang Lei Bai Xiangyu Yue Wanli Ouyang Yiyuan Zhang 74 0 0 03 Jun 2025
DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing C. Xie Minghan Li Shuai Li Y. Wu Qiaosi Yi Lei Zhang DiffM 103 0 0 02 Jun 2025
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models Taehoon Yoon Yunhong Min Kyeongmin Yeo Minhyuk Sung 82 0 0 02 Jun 2025
Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 59 0 0 02 Jun 2025
Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks Tao Yang Ruibin Li Yangming Shi Yuqi Zhang Qide Dong Haoran Cheng Weiguo Feng Shilei Wen Bingyue Peng Lei Zhang DiffM VGen 66 0 0 02 Jun 2025
OmniV2V: Versatile Video Generation and Editing via Dynamic Content Manipulation Sen Liang Zhentao Yu Zhengguang Zhou Teng Hu Hongmei Wang ... Qin Lin Yuan Zhou Xin Li Qinglin Lu Zhibo Chen DiffM VGen SyDa 56 0 0 02 Jun 2025
Latent Stochastic Interpolants Saurabh Singh Dmitry Lagun DiffM BDL 28 0 0 02 Jun 2025
Feature-aware Hypergraph Generation via Next-Scale Prediction Dorian Gailhard Enzo Tartaglione Lirida Naviner Jhony H. Giraldo 58 0 0 02 Jun 2025
CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching Leying Zhang Y. Qian Xiaofei Wang Manthan Thakker Dongmei Wang ... Haibin Wu Yuxuan Hu Jinyu Li Yanmin Qian Sheng Zhao 43 0 0 01 Jun 2025
FORT: Forward-Only Regression Training of Normalizing Flows Danyal Rehman Oscar Davis Jiarui Lu Jian Tang M. Bronstein Yoshua Bengio Alexander Tong A. Bose OOD 40 0 0 01 Jun 2025
SkyReels-Audio: Omni Audio-Conditioned Talking Portraits in Video Diffusion Transformers Zhengcong Fei Hao Jiang Di Qiu Baoxuan Gu Youqiang Zhang ... Jialin Bai Debang Li Mingyuan Fan Guibin Chen Yahui Zhou DiffM VGen 62 0 0 01 Jun 2025
PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Benjamin Holzschuh Qiang Liu Georg Kohl Nils Thuerey AI4CE 48 1 0 30 May 2025
GenSpace: Benchmarking Spatially-Aware Image Generation Zehan Wang Jiayang Xu Ziang Zhang Tianyu Pan Chao Du Hengshuang Zhao Zhou Zhao EGVM 53 0 0 30 May 2025
Generator Based Inference (GBI) Chi Lung Cheng Ranit Das Runze Li R. Mastandrea Vinicius Mikuni Benjamin Nachman David Shih Gup Singh 27 0 0 30 May 2025
Discl-VC: Disentangled Discrete Tokens and In-Context Learning for Controllable Zero-Shot Voice Conversion Kaidi Wang Wenhao Guan Ziyue Jiang Hukai Huang Peijie Chen Weijie Wu Q. Hong Lin Li 25 0 0 30 May 2025
Learning geometry and topology via multi-chart flows Hanlin Yu Søren Hauberg Marcelo Hartmann Arto Klami Georgios Arvanitidis AI4CE 47 0 0 30 May 2025
STORK: Improving the Fidelity of Mid-NFE Sampling for Diffusion and Flow Matching Models Zheng Tan Weizhen Wang Andrea L. Bertozzi Ernest K. Ryu DiffM 32 0 0 30 May 2025
ComposeAnything: Composite Object Priors for Text-to-Image Generation Zeeshan Khan Shizhe Chen Cordelia Schmid DiffM CoGe 54 0 0 30 May 2025
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing Jeongsol Kim Yeobin Hong Jong Chul Ye 34 0 0 29 May 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 48 0 0 29 May 2025