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

1 February 2023

Nikolay Malkin

Guy Wolf

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

50 / 330 papers shown

Learning Explicit Single-Cell Dynamics Using ODE Representations

Jan-Philipp von Bassewitz

196

03 Oct 2025

ContextFlow: Context-Aware Flow Matching For Trajectory Inference From Spatial Omics Data

100

03 Oct 2025

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction

Julian Cremer

Tuan Le

Mohammad M. Ghahremanpour

Emilia Sługocka

Filipe Menezes

Djork-Arné Clevert

348

02 Oct 2025

Riemannian Consistency Model

229

01 Oct 2025

Multi-Marginal Flow Matching with Adversarially Learnt Interpolants

136

01 Oct 2025

Reweighted Flow Matching via Unbalanced OT for Label-free Long-tailed Generation

Hyunsoo Song

Minjung Gim

Jaewoong Choi

199

30 Sep 2025

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

161

30 Sep 2025

MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models

Francesco Di Giovanni

120

29 Sep 2025

FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation

200

29 Sep 2025

Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis

201

29 Sep 2025

Let Physics Guide Your Protein Flows: Topology-aware Unfolding and Generation

429

29 Sep 2025

Impute-MACFM: Imputation based on Mask-Aware Flow Matching

Dengyi Liu

Honggang Wang

Hua Fang

136

27 Sep 2025

Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)

120

26 Sep 2025

Slicing Wasserstein Over Wasserstein Via Functional Optimal Transport

Moritz Piening

Robert Beinert

109

26 Sep 2025

MimicDreamer: Aligning Human and Robot Demonstrations for Scalable VLA Training

...

228

26 Sep 2025

Transport Based Mean Flows for Generative Modeling

129

26 Sep 2025

Energy Guided Geometric Flow Matching

128

25 Sep 2025

Federated Flow Matching

224

25 Sep 2025

Latent Iterative Refinement Flow: A Geometric-Constrained Approach for Few-Shot Generation

24 Sep 2025

MultiSoundGen: Video-to-Audio Generation for Multi-Event Scenarios via SlowFast Contrastive Audio-Visual Pretraining and Direct Preference Optimization

158

24 Sep 2025

CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching

149

23 Sep 2025

Discrete-Time Diffusion-Like Models for Speech Synthesis

162

22 Sep 2025

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

...

204

19 Sep 2025

LowDiff: Efficient Diffusion Sampling with Low-Resolution Condition

156

18 Sep 2025

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

...

152

16 Sep 2025

Flow-Based Fragment Identification via Binding Site-Specific Latent Representations

105

16 Sep 2025

LatentVoiceGrad: Nonparallel Voice Conversion with Latent Diffusion/Flow-Matching ModelsIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025

112

10 Sep 2025

LADB: Latent Aligned Diffusion Bridges for Semi-Supervised Domain Translation

160

10 Sep 2025

Target matching based generative model for speech enhancement

101

09 Sep 2025

Equivariant Flow Matching for Symmetry-Breaking Bifurcation Problems

150

03 Sep 2025

Differentiable Expectation-Maximisation and Applications to Gaussian Mixture Model Optimal Transport

333

02 Sep 2025

Distribution estimation via Flow Matching with Lipschitz guarantees

Lea Kunkel

DiffM

125

02 Sep 2025

Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number

206

01 Sep 2025

FNODE: Flow-Matching for data-driven simulation of constrained multibody systems

148

29 Aug 2025

Flowing Straighter with Conditional Flow Matching for Accurate Speech Enhancement

Mattias Cross

Anton Ragni

28 Aug 2025

Quantum latent distributions in deep generative models

Omar Bacarreza

Thorin Farnsworth

Alexander Makarovskiy

Hugo Wallner

Tessa Hicks

Santiago Sempere-Llagostera

John Price

Robert J. A. Francis-Jones

William R. Clements

DiffM

100

27 Aug 2025

Multi-domain Distribution Learning for De Novo Drug DesignInternational Conference on Learning Representations (ICLR), 2025

Arne Schneuing

Ilia Igashov

Adrian W. Dobbelstein

121

25 Aug 2025

Incorporating Pre-trained Diffusion Models in Solving the Schrödinger Bridge Problem

257

25 Aug 2025

Provable Mixed-Noise Learning with Flow-Matching

155

25 Aug 2025

Preference Trajectory Modeling via Flow Matching for Sequential Recommendation

140

25 Aug 2025

Sesame: Opening the door to protein pockets

106

21 Aug 2025

Source-Guided Flow Matching

176

20 Aug 2025

AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results

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108

19 Aug 2025

FlowMol3: Flow Matching for 3D De Novo Small-Molecule Generation

Ian Dunn

D. Koes

168

18 Aug 2025

Flow Matching for Efficient and Scalable Data Assimilation

204

18 Aug 2025

Efficient Constraint-Aware Flow Matching via Randomized Exploration

130

18 Aug 2025

Distribution Matching via Generalized Consistency Models

100

17 Aug 2025

Distilling LLM Prior to Flow Model for Generalizable Agent's Imagination in Object Goal Navigation

188

13 Aug 2025

Unsupervised Real-World Super-Resolution via Rectified Flow Degradation Modelling

172

10 Aug 2025

Towards High-Order Mean Flow Generative Models: Feasibility, Expressivity, and Provably Efficient Criteria

167

09 Aug 2025