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Flow Matching for Generative Modeling

6 October 2022

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown

Title
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 167 0 0 22 Dec 2024
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis Ho Kei Cheng Masato Ishii Akio Hayakawa Takashi Shibuya Alex Schwing Yuki Mitsufuji VGen 294 18 0 19 Dec 2024
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 249 0 0 16 Dec 2024
FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction Alex Morehead Jianlin Cheng OOD 207 3 0 14 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hong Chen Zihan Wang Xianrui Li Xingwu Sun Fangyi Chen Jiang Liu Jiadong Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 288 10 0 14 Dec 2024
Fast and Robust Visuomotor Riemannian Flow Matching Policy Haoran Ding Noémie Jaquier Jan Peters Leonel Rozo 180 4 0 14 Dec 2024
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD VGen VLM DiffM 197 11 0 13 Dec 2024
EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing Gaoxiang Cong Jiadong Pan Liang-Sheng Li Yuankai Qi Yuxin Peng Anton Van Den Hengel Jian Yang Qingming Huang 213 6 0 12 Dec 2024
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 258 6 0 10 Dec 2024
OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows Shufan Li Konstantinos Kallidromitis Akash Gokul Zichun Liao Yusuke Kato Kazuki Kozuka Aditya Grover VGen 177 9 0 02 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-Jun Qi DiffM 132 6 0 02 Dec 2024
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 192 0 0 29 Nov 2024
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding Jungbin Cho Junwan Kim Jisoo Kim Minseo Kim Mingu Kang S. Hong Tae-Hyun Oh Youngjae Yu VGen 156 1 0 29 Nov 2024
vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation Bastian Wittmann Yannick Wattenberg Tamaz Amiranashvili Suprosanna Shit Bjoern Menze 170 4 0 26 Nov 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 235 3 0 25 Nov 2024
One Diffusion to Generate Them All Duong H. Le Tuan Pham Sangho Lee Christopher Clark Aniruddha Kembhavi Stephan Mandt Ranjay Krishna Jiasen Lu VLM 164 9 0 25 Nov 2024
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing P. Xu Boyuan Jiang Xiaobin Hu Donghao Luo Qu He Jing Zhang Chengjie Wang Yunsheng Wu Charles Ling Boyu Wang 229 3 0 24 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 203 1 0 22 Nov 2024
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving Bencheng Liao Shaoyu Chen Haoran Yin Bo Jiang Cheng Wang ... Xinbang Zhang Xiangyu Li Y. Zhang Qian Zhang Xinggang Wang 227 45 0 22 Nov 2024
LaVin-DiT: Large Vision Diffusion Transformer Zhaoqing Wang Xiaobo Xia Runnan Chen Dongdong Yu Changhu Wang Mingming Gong Tongliang Liu 184 8 0 18 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 172 5 0 06 Nov 2024
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models Tariq Berrada Ifriqi Pietro Astolfi Melissa Hall Reyhane Askari Hemmat Yohann Benchetrit ... Matthew Muckley Karteek Alahari Adriana Romero Soriano Jakob Verbeek M. Drozdzal AI4CE VLM 139 4 0 05 Nov 2024
EmoSphere++: Emotion-Controllable Zero-Shot Text-to-Speech via Emotion-Adaptive Spherical Vector Deok-Hyeon Cho Hyung-Seok Oh Seung-Bin Kim Seong-Whan Lee 133 8 0 04 Nov 2024
Wasserstein Flow Matching: Generative modeling over families of distributions Doron Haviv Aram-Alexandre Pooladian Dana Peér Brandon Amos OOD 112 1 0 01 Nov 2024
ReMatching Dynamic Reconstruction Flow Sara Oblak Despoina Paschalidou Sanja Fidler Matan Atzmon 167 0 0 01 Nov 2024
Fast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation prediction Yanshuo Chen Zhengmian Hu Wei Chen Heng Huang OT 121 2 0 01 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Marioriyad Parham Rezaei M. Baghshah M. Rohban CoGe 466 0 0 30 Oct 2024
Predicting sub-population specific viral evolution Wenxian Shi Menghua Wu Regina Barzilay 96 0 0 28 Oct 2024
Trajectory Flow Matching with Applications to Clinical Time Series Modeling Xi Zhang Yuan Pu Yuki Kawamura Andrew Loza Yoshua Bengio Dennis L. Shung Alexander Tong OOD AI4TS MedIm 130 9 0 28 Oct 2024
Exploring the Design Space of Diffusion Bridge Models Shaorong Zhang Yuanbin Cheng Xianghao Kong 63 1 0 28 Oct 2024
SIGMA: Single Interpolated Generative Model for Anomalies Ranit Das David Shih DiffM 68 2 0 27 Oct 2024
Your Image is Secretly the Last Frame of a Pseudo Video Wenlong Chen Wenlin Chen Lapo Rastrelli Yingzhen Li DiffM VGen 93 0 0 26 Oct 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 470 13 0 25 Oct 2024
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling Zhengqiang Zhang Ruihuang Li Lei Zhang 104 3 0 24 Oct 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 145 15 0 24 Oct 2024
Training Free Guided Flow Matching with Optimal Control Luran Wang Chaoran Cheng Yizhen Liao Yanru Qu Ge Liu 118 4 0 23 Oct 2024
Solvation Free Energies from Neural Thermodynamic Integration Bálint Máté François Fleuret Tristan Bereau 74 2 0 21 Oct 2024
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows Sandeep Nagar Girish Varma TPM 119 0 0 18 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 126 6 0 17 Oct 2024
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation D. Long Zhitong Xu Guang Yang A. Narayan Shandian Zhe DiffM AI4CE 68 1 0 17 Oct 2024
One Step Diffusion via Shortcut Models Kevin Frans Danijar Hafner Sergey Levine Pieter Abbeel VLM DiffM 164 48 0 16 Oct 2024
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds Xingzhi Sun Danqi Liao Kincaid MacDonald Yanlei Zhang Chen Liu Guillaume Huguet Guy Wolf Ian M. Adelstein Tim G. J. Rudner Smita Krishnaswamy 128 6 0 16 Oct 2024
SF-Speech: Straightened Flow for Zero-Shot Voice Clone Xuyuan Li Zengqiang Shang Hua Hua Peiyang Shi Chen Yang Li Wang Pengyuan Zhang 153 3 0 16 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 159 19 0 14 Oct 2024
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation Jiatao Gu Yuyang Wang Yizhe Zhang Qihang Zhang Dinghuai Zhang Navdeep Jaitly Josh Susskind Shuangfei Zhai DiffM 135 17 0 10 Oct 2024
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models Xiaoxiao He Ligong Han Quan Dao Song Wen Minhao Bai ... Hongdong Li Junzhou Huang Faez Ahmed Akash Srivastava Dimitris Metaxas DiffM SyDa 159 5 0 10 Oct 2024
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Yushen Chen Zhikang Niu Ziyang Ma Keqi Deng Chunhui Wang Jian Zhao Kai Yu Xie Chen 145 92 0 09 Oct 2024
An Undetectable Watermark for Generative Image Models Sam Gunn Xuandong Zhao Dawn Song WIGM 142 20 0 09 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 194 102 0 09 Oct 2024
Sylber: Syllabic Embedding Representation of Speech from Raw Audio Cheol Jun Cho Nicholas Lee Akshat Gupta Dhruv Agarwal Ethan Chen Alan W Black Gopala K. Anumanchipalli 93 4 0 09 Oct 2024