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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 / 322 papers shown

Title
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 84 0 0 26 Nov 2025
EnfoPath: Energy-Informed Analysis of Generative Trajectories in Flow Matching Ziyun Li Ben Dai Huancheng Hu Henrik Boström Soon Hoe Lim VGen 32 0 0 24 Nov 2025
Structured Matching via Cost-Regularized Unbalanced Optimal Transport Emanuele Pardini Katerina Papagiannouli OT 124 0 0 24 Nov 2025
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble Riccardo Tedoldi Ola Engkvist Patrick Bryant Hossein Azizpour J. Janet Alessandro Tibo 104 0 0 21 Nov 2025
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 110 0 0 20 Nov 2025
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 213 0 0 17 Nov 2025
MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation Nuolin Sun Linyuan Wang Haonan Wei Lei Li Bin Yan 101 0 0 16 Nov 2025
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data Yue Ling Peiqi Zhang Zhenyi Zhang Peijie Zhou AI4TS 104 0 0 16 Nov 2025
Learning Straight Flows: Variational Flow Matching for Efficient Generation Chenrui Ma Xi Xiao Tianyang Wang Xiao Wang Yanning Shen 112 2 0 15 Nov 2025
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching Bernardo Perrone Ribeiro Jana Faganeli Pucer 158 0 0 12 Nov 2025
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 DiffM VLM 332 0 0 11 Nov 2025
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 124 0 0 11 Nov 2025
SinSEMI: A One-Shot Image Generation Model and Data-Efficient Evaluation Framework for Semiconductor Inspection Equipment ChunLiang Wu Xiaochun Li VLM 172 0 0 10 Nov 2025
Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model Ji Li Chao Wang 36 0 0 10 Nov 2025
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 116 0 0 10 Nov 2025
Physics-Informed Design of Input Convex Neural Networks for Consistency Optimal Transport Flow Matching Fanghui Song Zhongjian Wang Jiebao Sun 56 0 0 08 Nov 2025
Simplex-to-Euclidean Bijections for Categorical Flow Matching Bernardo Williams Victor M. Yeom-Song M. Hartmann Arto Klami 93 0 0 31 Oct 2025
Coupled Flow Matching Wenxi Cai Yuheng Wang Naichen Shi 100 0 0 27 Oct 2025
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing Johann Flemming Gloy Simon Olsson FedML 91 1 0 24 Oct 2025
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds Oscar Davis M. S. Albergo Nicholas M. Boffi Michael Bronstein A. Bose DRL AI4CE 191 0 0 24 Oct 2025
Generative Point Tracking with Flow Matching Mattie Tesfaldet Adam W. Harley Konstantinos G. Derpanis Derek Nowrouzezahrai C. Pal 100 0 0 23 Oct 2025
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 160 0 0 21 Oct 2025
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models Jiajun Fan Tong Wei Chaoran Cheng Yuxin Chen Ge Liu 60 1 0 20 Oct 2025
Inference-Time Compute Scaling For Flow Matching Adam Stecklov Noah El Rimawi-Fine Mathieu Blanchette 64 0 0 20 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback Jiajun Fan Chaoran Cheng Shuaike Shen Xiangxin Zhou Ge Liu EGVM 128 1 0 20 Oct 2025
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need? Junchi Yu Y. Liu Jindong Gu Philip Torr Dongzhan Zhou RALM 163 0 0 18 Oct 2025
Multi-Marginal Schrödinger Bridge Matching Byoungwoo Park Juho Lee 56 0 0 18 Oct 2025
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 195 0 0 16 Oct 2025
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching Zhuo Cao Xuan Zhao Lena Krieger Hanno Scharr Ira Assent OOD 201 0 0 16 Oct 2025
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 80 0 0 16 Oct 2025
Adapting Noise to Data: Generative Flows from 1D Processes Jannis Chemseddine Gregor Kornhardt Richard Duong Gabriele Steidl DiffM AI4CE 108 0 0 14 Oct 2025
An Eulerian Perspective on Straight-Line Sampling Panos Tsimpos Youssef Marzouk OT 192 0 0 13 Oct 2025
Y-shaped Generative Flows Arip Asadulaev Semyon Semenov Abduragim Shtanchaev Eric Moulines Fakhri Karray Martin Takáč 88 0 0 13 Oct 2025
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 64 3 0 13 Oct 2025
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 97 0 0 10 Oct 2025
Conditional Flow Matching for Bayesian Posterior Inference So Won Jeong Percy S. Zhai Veronika Ročová 94 0 0 10 Oct 2025
Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries Marius Dragoi Ioana Pintilie Florin Gogianu Florin Brad OffRL LRM 211 0 0 09 Oct 2025
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 DiffM 120 0 0 09 Oct 2025
ESS-Flow: Training-free guidance of flow-based models as inference in source space Adhithyan Kalaivanan Zheng Zhao Jens Sjölund Fredrik Lindsten BDL 145 0 0 07 Oct 2025
Flow-Matching Based Refiner for Molecular Conformer Generation Xiangyang Xu Hongyang Gao DiffM BDL 124 0 0 06 Oct 2025
Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation Johanna Sommer John Rachwan Nils Fleischmann Stephan Günnemann Bertrand Charpentier 104 1 0 06 Oct 2025
Neon: Negative Extrapolation From Self-Training Improves Image Generation Sina Alemohammad Zinan Lin Richard G. Baraniuk SyDa 219 1 0 04 Oct 2025
ContextFlow: Context-Aware Flow Matching For Trajectory Inference From Spatial Omics Data Santanu Rathod Francesco Ceccarelli S. Holden Pietro Lio Xiao Zhang Jovan Tanevski 52 0 0 03 Oct 2025
Learning Explicit Single-Cell Dynamics Using ODE Representations Jan-Philipp von Bassewitz Adeel Pervez Marco Fumero Matthew Robinson Theofanis Karaletsos Francesco Locatello PINN AI4CE 140 0 0 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 215 0 0 02 Oct 2025
Riemannian Consistency Model Chaoran Cheng Yusong Wang Yuxin Chen Xiangxin Zhou Nanning Zheng Ge Liu 180 0 0 01 Oct 2025
Multi-Marginal Flow Matching with Adversarially Learnt Interpolants Oskar Kviman Kirill Tamogashev Nicola Branchini Victor Elvira Jens Lagergren Nikolay Malkin 84 0 0 01 Oct 2025
Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting Jason Stock T. Arcomano R. Kotamarthi DiffM 125 1 0 30 Sep 2025
Reweighted Flow Matching via Unbalanced OT for Label-free Long-tailed Generation Hyunsoo Song Minjung Gim Jaewoong Choi OT 129 0 0 30 Sep 2025
FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation Yunyang Ge Xinhua Cheng ChengShu Zhao Xianyi He Shenghai Yuan Bin Lin Bin Zhu Li Yuan VGen VLM 128 0 0 29 Sep 2025