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Improving and generalizing flow-based generative models with minibatch
  optimal transport
v1v2v3v4 (latest)

Improving and generalizing flow-based generative models with minibatch optimal transport

1 February 2023
Alexander Tong
Kilian Fatras
Nikolay Malkin
G. Huguet
Yanlei Zhang
Jarrid Rector-Brooks
Guy Wolf
Yoshua Bengio
    OODDiffMOT
ArXiv (abs)PDFHTMLGithub (2406★)

Papers citing "Improving and generalizing flow-based generative models with minibatch optimal transport"

50 / 334 papers shown
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
Kacper Kapusniak
Cristian Gabellini
Michael Bronstein
Prudencio Tossou
Francesco Di Giovanni
218
1
0
30 Mar 2026
Hear What Matters! Text-conditioned Selective Video-to-Audio Generation
Hear What Matters! Text-conditioned Selective Video-to-Audio Generation
Junwon Lee
Juhan Nam
Jiyoung Lee
166
0
0
30 Mar 2026
ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generation
ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generation
Mengchen Zhang
Qi Chen
Tong Wu
Zihan Liu
Dahua Lin
VGen
252
2
0
02 Dec 2025
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction
Kehan Qi
Saumya Gupta
Qingqiao Hu
Weimin Lyu
Chao Chen
Chao Chen
MedIm
353
0
0
02 Dec 2025
High-dimensional Mean-Field Games by Particle-based Flow Matching
High-dimensional Mean-Field Games by Particle-based Flow Matching
Jiajia Yu
Junghwan Lee
Yao Xie
Xiuyuan Cheng
170
1
0
01 Dec 2025
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models
Wanpeng Zhang
Ye Wang
Hao Luo
Haoqi Yuan
Yicheng Feng
Sipeng Zheng
Qin Jin
Zongqing Lu
235
2
0
01 Dec 2025
Flow Matching for Tabular Data Synthesis
Flow Matching for Tabular Data Synthesis
B. I. Nasution
Floor Eijkelboom
Mark Elliot
Richard Allmendinger
C. A. Naesseth
165
3
0
30 Nov 2025
Overcoming the Curvature Bottleneck in MeanFlow
Overcoming the Curvature Bottleneck in MeanFlow
Xinxi Zhang
Shiwei Tan
Quang Nguyen
Quan Dao
Ligong Han
Xiaoxiao He
Tunyu Zhang
Alen Mrdovic
Dimitris N. Metaxas
Vladimir Pavlovic
376
2
0
28 Nov 2025
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow
Ruisheng Han
Kanglei Zhou
Shuang Chen
Amir Atapour-Abarghouei
Hubert P. H. Shum
CML
231
0
0
26 Nov 2025
EnfoPath: Energy-Informed Analysis of Generative Trajectories in Flow Matching
EnfoPath: Energy-Informed Analysis of Generative Trajectories in Flow Matching
Ziyun Li
Ben Dai
Huancheng Hu
Henrik Boström
Soon Hoe Lim
VGen
151
1
0
24 Nov 2025
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
Xinran Liu
Elaheh Akbari
Rocio Diaz Martin
Navid Naderializadeh
Soheil Kolouri
OT
534
0
0
24 Nov 2025
Structured Matching via Cost-Regularized Unbalanced Optimal Transport
Structured Matching via Cost-Regularized Unbalanced Optimal Transport
Emanuele Pardini
Katerina Papagiannouli
OT
336
0
0
24 Nov 2025
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble
Riccardo Tedoldi
Ola Engkvist
Patrick Bryant
Hossein Azizpour
J. Janet
Alessandro Tibo
244
0
0
21 Nov 2025
Boosting Predictive Performance on Tabular Data through Data Augmentation with Latent-Space Flow-Based Diffusion
Boosting Predictive Performance on Tabular Data through Data Augmentation with Latent-Space Flow-Based Diffusion
Md. Tawfique Ihsan
Md. Rakibul Hasan Rafi
Ahmed Shoyeb Raihan
Imtiaz Ahmed
Abdullahil Azeem
DiffM
171
0
0
20 Nov 2025
Generative design and validation of therapeutic peptides for glioblastoma based on a potential target ATP5A
Generative design and validation of therapeutic peptides for glioblastoma based on a potential target ATP5A
Hao Qian
Pu You
Lin Zeng
Jingyuan Zhou
Dengdeng Huang
Kaicheng Li
Shikui Tu
Lei Xu
103
0
0
19 Nov 2025
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges
Changxi Chi
Yufei Huang
Jun Xia
Jiangbin Zheng
Yunfan Liu
Z. Zang
Stan Z. Li
OT
386
0
0
17 Nov 2025
MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation
MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation
Nuolin Sun
Linyuan Wang
Haonan Wei
Lei Li
Bin Yan
181
0
0
16 Nov 2025
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data
Yue Ling
Peiqi Zhang
Zhenyi Zhang
Peijie Zhou
AI4TS
262
2
0
16 Nov 2025
Learning Straight Flows: Variational Flow Matching for Efficient Generation
Learning Straight Flows: Variational Flow Matching for Efficient Generation
Chenrui Ma
Xi Xiao
Tianyang Wang
Xiao Wang
Yanning Shen
240
5
0
15 Nov 2025
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
Bernardo Perrone Ribeiro
Jana Faganeli Pucer
AI4CE
308
0
0
12 Nov 2025
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications
Hai-Long Qin
Jincheng Dai
Guo Lu
Shuo Shao
Sixian Wang
Tongda Xu
Wenjun Zhang
Ping Zhang
Khaled B. Letaief
VLM
485
0
0
11 Nov 2025
oboro: Text-to-Image Synthesis on Limited Data using Flow-based Diffusion Transformer with MMH Attention
oboro: Text-to-Image Synthesis on Limited Data using Flow-based Diffusion Transformer with MMH Attention
Ryusuke Mizutani
Kazuaki Matano
Tsugumi Kadowaki
Haruki Tenya
Layris
nuigurumi
Koki Hashimoto
Yu Tanaka
207
0
0
11 Nov 2025
SinSEMI: A One-Shot Image Generation Model and Data-Efficient Evaluation Framework for Semiconductor Inspection Equipment
SinSEMI: A One-Shot Image Generation Model and Data-Efficient Evaluation Framework for Semiconductor Inspection Equipment
ChunLiang Wu
Xiaochun Li
VLM
281
0
0
10 Nov 2025
BridgeVoC: Revitalizing Neural Vocoder from a Restoration Perspective
BridgeVoC: Revitalizing Neural Vocoder from a Restoration Perspective
Andong Li
Tong Lei
Rilin Chen
Kai Li
Meng Yu
Xiaodong Li
Dong Yu
C. Zheng
DiffM
248
0
0
10 Nov 2025
Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model
Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model
Ji Li
Chao Wang
169
0
0
10 Nov 2025
Physics-Informed Design of Input Convex Neural Networks for Consistency Optimal Transport Flow Matching
Physics-Informed Design of Input Convex Neural Networks for Consistency Optimal Transport Flow Matching
Fanghui Song
Zhongjian Wang
Jiebao Sun
160
0
0
08 Nov 2025
XFlowMP: Task-Conditioned Motion Fields for Generative Robot Planning with Schrodinger Bridges
XFlowMP: Task-Conditioned Motion Fields for Generative Robot Planning with Schrodinger Bridges
Khang Nguyen
Minh Nhat Vu
130
0
0
02 Nov 2025
Simplex-to-Euclidean Bijections for Categorical Flow Matching
Simplex-to-Euclidean Bijections for Categorical Flow Matching
Bernardo Williams
Victor M. Yeom-Song
M. Hartmann
Arto Klami
230
2
0
31 Oct 2025
Coupled Flow Matching
Coupled Flow Matching
Wenxi Cai
Yuheng Wang
Naichen Shi
168
0
0
27 Oct 2025
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
Oscar Davis
M. S. Albergo
Nicholas M. Boffi
Michael Bronstein
A. Bose
DRLAI4CE
405
4
0
24 Oct 2025
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing
Johann Flemming Gloy
Simon Olsson
FedML
195
4
0
24 Oct 2025
GuitarFlow: Realistic Electric Guitar Synthesis From Tablatures via Flow Matching and Style Transfer
GuitarFlow: Realistic Electric Guitar Synthesis From Tablatures via Flow Matching and Style Transfer
Jackson Loth
Pedro Sarmento
Mark Sandler
M. Barthet
188
0
0
23 Oct 2025
Generative Point Tracking with Flow Matching
Generative Point Tracking with Flow Matching
Mattie Tesfaldet
Adam W. Harley
Konstantinos G. Derpanis
Derek Nowrouzezahrai
C. Pal
167
0
0
23 Oct 2025
SegTune: Structured and Fine-Grained Control for Song Generation
SegTune: Structured and Fine-Grained Control for Song Generation
Pengfei Cai
Joanna Wang
Haorui Zheng
X. Li
Zihao Ji
Teng Ma
Zhongliang Liu
Chen Zhang
Pengfei Wan
250
1
0
21 Oct 2025
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
Jiajun Fan
Tong Wei
Chaoran Cheng
Yuxin Chen
Ge Liu
148
2
0
20 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Jiajun Fan
Chaoran Cheng
Shuaike Shen
Xiangxin Zhou
Ge Liu
EGVM
250
3
0
20 Oct 2025
Inference-Time Compute Scaling For Flow Matching
Inference-Time Compute Scaling For Flow Matching
Adam Stecklov
Noah El Rimawi-Fine
Mathieu Blanchette
196
0
0
20 Oct 2025
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Junchi Yu
Y. Liu
Jindong Gu
Philip Torr
Dongzhan Zhou
RALM
257
2
0
18 Oct 2025
Multi-Marginal Schrödinger Bridge Matching
Multi-Marginal Schrödinger Bridge Matching
Byoungwoo Park
Juho Lee
150
0
0
18 Oct 2025
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
Lingkai Kong
Molei Tao
Yang Liu
Bryan Wang
Jinmiao Fu
Chien Wang
Huidong Liu
OT
319
1
0
16 Oct 2025
Generative Models From and For Sampling-Based MPC: A Bootstrapped Approach For Adaptive Contact-Rich Manipulation
Generative Models From and For Sampling-Based MPC: A Bootstrapped Approach For Adaptive Contact-Rich Manipulation
Lara Brudermüller
Brandon Hung
Xinghao Zhu
Jiuguang Wang
Nick Hawes
Preston Culbertson
Simon Le Cleac'h
191
0
0
16 Oct 2025
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
Zhuo Cao
Xuan Zhao
Lena Krieger
Hanno Scharr
Ira Assent
OOD
343
1
0
16 Oct 2025
Adapting Noise to Data: Generative Flows from 1D Processes
Adapting Noise to Data: Generative Flows from 1D Processes
Jannis Chemseddine
Gregor Kornhardt
Richard Duong
Gabriele Steidl
DiffMAI4CE
312
0
0
14 Oct 2025
An Eulerian Perspective on Straight-Line Sampling
An Eulerian Perspective on Straight-Line Sampling
Panos Tsimpos
Youssef Marzouk
OT
420
1
0
13 Oct 2025
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
Tianyi Tan
Yinan Zheng
Ruiming Liang
Zexu Wang
Kexin Zheng
Jinliang Zheng
Jianxiong Li
Xianyuan Zhan
Jingjing Liu
181
10
0
13 Oct 2025
Y-Shaped Generative Flows
Y-Shaped Generative Flows
Arip Asadulaev
Semyon Semenov
Abduragim Shtanchaev
Eric Moulines
Fakhri Karray
Martin Takáč
154
0
0
13 Oct 2025
Conditional Flow Matching for Bayesian Posterior Inference
Conditional Flow Matching for Bayesian Posterior Inference
So Won Jeong
Percy S. Zhai
Veronika Ročová
228
0
0
10 Oct 2025
RadioFlow: Efficient Radio Map Construction Framework with Flow Matching
RadioFlow: Efficient Radio Map Construction Framework with Flow Matching
Haozhe Jia
Wenshuo Chen
Xiucheng Wang
Nan Cheng
Hongbo Zhang
...
Songning Lai
Nanjian Jia
Bowen Tian
Hongru Xiao
Yutao Yue
182
1
0
10 Oct 2025
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
Xiaohui Li
Shaobin Zhuang
Shuo Cao
Yang Yang
Yuandong Pu
Qi Qin
Siqi Luo
Bin Fu
Yihao Liu
274
0
0
09 Oct 2025
Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries
Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries
Marius Dragoi
Ioana Pintilie
Florin Gogianu
Florin Brad
OffRLLRM
450
4
0
09 Oct 2025
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