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Flow Matching for Generative Modeling
v1v2 (latest)

Flow Matching for Generative Modeling

6 October 2022
Y. Lipman
Ricky T. Q. Chen
Heli Ben-Hamu
Maximilian Nickel
Matt Le
    OOD
ArXiv (abs)PDFHTML

Papers citing "Flow Matching for Generative Modeling"

50 / 438 papers shown
Title
Pyramidal Flow Matching for Efficient Video Generative Modeling
Pyramidal Flow Matching for Efficient Video Generative Modeling
Yang Jin
Zhicheng Sun
Ningyuan Li
Kun Xu
K. Xu
...
Nan Zhuang
Quzhe Huang
Yang Song
Yadong Mu
Zhouchen Lin
VGen
168
87
0
08 Oct 2024
Think While You Generate: Discrete Diffusion with Planned Denoising
Think While You Generate: Discrete Diffusion with Planned Denoising
Sulin Liu
Juno Nam
Andrew Campbell
Hannes Stärk
Yilun Xu
Tommi Jaakkola
Rafael Gómez-Bombarelli
DiffM
150
12
0
08 Oct 2024
Revealing Directions for Text-guided 3D Face Editing
Revealing Directions for Text-guided 3D Face Editing
Zhuo Chen
Yichao Yan
Sehngqi Liu
Yuhao Cheng
Weiming Zhao
Lincheng Li
Mengxiao Bi
Xiaokang Yang
DiffM
69
0
0
07 Oct 2024
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
N. Kim
Seongsu Kim
Minsu Kim
Jinkyoo Park
Sungsoo Ahn
AI4CE
132
4
0
07 Oct 2024
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Soon Hoe Lim
Yijin Wang
Annan Yu
Emma Hart
Michael W. Mahoney
Xiaoye S. Li
N. Benjamin Erichson
AI4TS
122
2
0
04 Oct 2024
Geometric Representation Condition Improves Equivariant Molecule Generation
Geometric Representation Condition Improves Equivariant Molecule Generation
Zian Li
Cai Zhou
Xiyuan Wang
Xingang Peng
Muhan Zhang
108
2
0
04 Oct 2024
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
Yinuo Ren
Haoxuan Chen
Grant M. Rotskoff
Lexing Ying
113
9
0
04 Oct 2024
NETS: A Non-Equilibrium Transport Sampler
NETS: A Non-Equilibrium Transport Sampler
M. S. Albergo
Eric Vanden-Eijnden
DiffM
138
22
0
03 Oct 2024
Improving Neural Optimal Transport via Displacement Interpolation
Improving Neural Optimal Transport via Displacement Interpolation
Jaemoo Choi
Yongxin Chen
Jaewoong Choi
OT
121
2
0
03 Oct 2024
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
T. Pham
Tri Ton
Chang D. Yoo
105
3
0
03 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
Ségolène Martin
Anne Gagneux
Paul Hagemann
Gabriele Steidl
99
17
0
03 Oct 2024
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
Marcel Kollovieh
Marten Lienen
David Lüdke
Leo Schwinn
Stephan Günnemann
AI4TSBDLDiffM
152
8
0
03 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
Haotian Sun
Tao Lei
Bowen Zhang
Yanghao Li
Haoshuo Huang
Ruoming Pang
Bo Dai
Nan Du
DiffMMoE
197
9
0
02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture
Denoising with a Joint-Embedding Predictive Architecture
Dengsheng Chen
Jie Hu
Xiaoming Wei
Enhua Wu
DiffM
172
3
0
02 Oct 2024
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
Zhenyi Zhang
Tiejun Li
Peijie Zhou
OT
274
12
0
01 Oct 2024
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
Guy Ohayon
T. Michaeli
Michael Elad
139
8
0
01 Oct 2024
FlowMAC: Conditional Flow Matching for Audio Coding at Low Bit Rates
FlowMAC: Conditional Flow Matching for Audio Coding at Low Bit Rates
N. Pia
Martin Strauss
M. Multrus
B. Edler
112
0
0
26 Sep 2024
Score-based Neural Ordinary Differential Equations for Computing Mean Field Control Problems
Score-based Neural Ordinary Differential Equations for Computing Mean Field Control Problems
Mo Zhou
Stanley Osher
Wuchen Li
140
4
0
24 Sep 2024
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction
N. Kakati
Etienne Dreyer
Eilam Gross
AI4CE
91
1
0
24 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
Weifeng Lin
Xinyu Wei
Renrui Zhang
Le Zhuo
Shitian Zhao
...
Junlin Xie
Junlin Xie
Yu Qiao
Peng Gao
Hongsheng Li
MLLMDiffM
192
14
0
23 Sep 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification
X. Wang
Yuwei Zhou
Bin Huang
Hong Chen
Wenwu Zhu
DiffM
151
9
0
23 Sep 2024
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling
Mohammad R. Rezaei
Rahul G. Krishnan
Milos R. Popovic
M. Lankarany
DiffM
119
0
0
22 Sep 2024
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions
Yun Wang
Hangting Chen
Dongchao Yang
Zhiyong Wu
Xixin Wu
DiffM
97
2
0
19 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
Jee-weon Jung
Yihan Wu
Xin Wang
Ji-Hoon Kim
Soumi Maiti
...
Joon Son Chung
Wangyou Zhang
Seyun Um
Shinnosuke Takamichi
Shinji Watanabe
155
4
0
18 Sep 2024
High-Resolution Speech Restoration with Latent Diffusion Model
High-Resolution Speech Restoration with Latent Diffusion Model
Tushar Dhyani
Florian Lux
Michele Mancusi
Giorgio Fabbro
Fritz Hohl
Ngoc Thang Vu
DiffM
147
0
0
17 Sep 2024
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
Gonzalo Martin Garcia
Karim Abou Zeid
Christian Schmidt
Daan de Geus
Alexander Hermans
Bastian Leibe
135
33
0
17 Sep 2024
Bi-modality medical images synthesis by a bi-directional discrete process matching method
Bi-modality medical images synthesis by a bi-directional discrete process matching method
Zhe Xiong
Qiaoqiao Ding
Xiaoqun Zhang
MedIm
90
0
0
06 Sep 2024
Neural Entropy
Neural Entropy
Akhil Premkumar
DiffM
201
1
0
05 Sep 2024
FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
Hao-Han Guo
Kun Liu
Fei-Yu Shen
Yi-Chen Wu
Xu Tang
Kun Xie
Kai-Tuo Xu
Kun Xie
Kai-Tuo Xu
90
28
0
05 Sep 2024
Affordance-based Robot Manipulation with Flow Matching
Affordance-based Robot Manipulation with Flow Matching
Fan Zhang
Michael Gienger
167
14
0
02 Sep 2024
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones
Carlos Plou
Pablo Pueyo
Ruben Martinez-Cantin
Mac Schwager
Ana C. Murillo
Eduardo Montijano
278
0
0
28 Aug 2024
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Lazar Atanackovic
Xi Zhang
Brandon Amos
Mathieu Blanchette
Leo J. Lee
Yoshua Bengio
Alexander Tong
Kirill Neklyudov
183
12
0
26 Aug 2024
Decoder ensembling for learned latent geometries
Decoder ensembling for learned latent geometries
Stas Syrota
Pablo Moreno-Muñoz
Søren Hauberg
DRLAI4CE
65
2
0
14 Aug 2024
Importance Corrected Neural JKO Sampling
Importance Corrected Neural JKO Sampling
Johannes Hertrich
Robert Gruhlke
102
2
0
29 Jul 2024
Fast and Reliable Probabilistic Reflectometry Inversion with
  Prior-Amortized Neural Posterior Estimation
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation
V. Starostin
Maximilian Dax
A. Gerlach
A. Hinderhofer
Álvaro Tejero-Cantero
Frank Schreiber
67
1
0
26 Jul 2024
Improved Noise Schedule for Diffusion Training
Improved Noise Schedule for Diffusion Training
Tiankai Hang
Shuyang Gu
DiffM
89
18
0
03 Jul 2024
Flexible Tails for Normalizing Flows
Flexible Tails for Normalizing Flows
Tennessee Hickling
Dennis Prangle
64
0
0
22 Jun 2024
Transferable Boltzmann Generators
Transferable Boltzmann Generators
Leon Klein
Frank Noé
146
19
0
20 Jun 2024
Diffusion Models in Low-Level Vision: A Survey
Diffusion Models in Low-Level Vision: A Survey
Chunming He
Yuqi Shen
Chengyu Fang
Fengyang Xiao
Longxiang Tang
Yulun Zhang
W. Zuo
Zhenhua Guo
Xiu Li
VLMDiffMMedIm
223
42
0
17 Jun 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional
  Flow Matching
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching
Chaeyoung Jung
Suyeon Lee
Ji-Hoon Kim
Joon Son Chung
DiffM
89
7
0
13 Jun 2024
Progressive Entropic Optimal Transport Solvers
Progressive Entropic Optimal Transport Solvers
Parnian Kassraie
Aram-Alexandre Pooladian
Michal Klein
James Thornton
Jonathan Niles-Weed
Marco Cuturi
OT
97
6
0
07 Jun 2024
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data
Bastian Boll
Daniel Gonzalez-Alvarado
Stefania Petra
Christoph Schnörr
153
4
0
06 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
Hunter Nisonoff
Junhao Xiong
Stephan Allenspach
Jennifer Listgarten
165
44
0
03 Jun 2024
Improving the Training of Rectified Flows
Improving the Training of Rectified Flows
Sangyun Lee
Zinan Lin
Giulia Fanti
86
28
0
30 May 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone
  Generation
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation
Guillaume Huguet
James Vuckovic
Kilian Fatras
Eric Thibodeau-Laufer
Pablo Lemos
...
Jarrid Rector-Brooks
Tara Akhound-Sadegh
Michael M. Bronstein
Alexander Tong
A. Bose
103
32
0
30 May 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
Eloi Moliner
Sebastian Braun
H. Gamper
OT
81
2
0
29 May 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
Yasi Zhang
Peiyu Yu
Yaxuan Zhu
Yingshan Chang
Feng Gao
Yingnian Wu
Oscar Leong
180
12
0
29 May 2024
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms
L. Bogensperger
Dominik Narnhofer
Alexander Falk
Konrad Schindler
Thomas Pock
MedIm
258
4
0
28 May 2024
Categorical Flow Matching on Statistical Manifolds
Categorical Flow Matching on Statistical Manifolds
Chaoran Cheng
Jiahan Li
Jian-wei Peng
Ge Liu
168
11
0
26 May 2024
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
Yuchen Zhu
Tianrong Chen
Lingkai Kong
Evangelos A. Theodorou
Molei Tao
DiffM
112
6
0
25 May 2024
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