Large-scale optimal transport map estimation using projection pursuit

Neural Information Processing Systems (NeurIPS), 2021

9 June 2021

Papers citing "Large-scale optimal transport map estimation using projection pursuit"

22 / 22 papers shown

Title
Geometric Operator Learning with Optimal Transport Xinyi Li Zongyi Li Nikola B. Kovachki Anima Anandkumar OT AI4CE 140 2 0 26 Jul 2025
A Copula Graphical Model for Multi-Attribute Data using Optimal Transport Q. Zhang Bing Li Lingzhou Xue 196 0 0 10 Apr 2024
Measure transfer via stochastic slicing and matching Shiying Li Caroline Moosmueller 196 4 0 11 Jul 2023
Importance Sparsification for Sinkhorn AlgorithmJournal of machine learning research (JMLR), 2023 Mengyun Li Jun Yu Tao Li Cheng Meng OT 320 11 0 11 Jun 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 439 29 0 08 May 2023
Nonparametric Generative Modeling with Conditional Sliced-Wasserstein FlowsInternational Conference on Machine Learning (ICML), 2023 Chao Du Tianbo Li Tianyu Pang Shuicheng Yan Min Lin DiffM BDL 306 14 0 03 May 2023
Generative modeling of time-dependent densities via optimal transport and projection pursuitChaos (Chaos), 2023 Jonah Botvinick-Greenhouse Yunan Yang R. Maulik OT 241 3 0 19 Apr 2023
Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial DefenseAsian Conference on Computer Vision (ACCV), 2023 B. Le Shahroz Tariq Simon S. Woo AAML 167 0 0 21 Mar 2023
An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimationJournal of Computational And Graphical Statistics (JCGS), 2022 Jingyi Zhang Cheng Meng Jun Yu Mengrui Zhang Wenxuan Zhong Ping Ma OT 193 18 0 31 May 2022
Connecting adversarial attacks and optimal transport for domain adaptation Arip Asadulaev V. Shutov Alexander Korotin Alexander Panfilov Andrey Filchenkov OOD OT 176 0 0 30 May 2022
Hilbert Curve Projection Distance for Distribution ComparisonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Tao Li Cheng Meng Hongteng Xu Jun Yu 344 16 0 30 May 2022
Efficient Approximation of Gromov-Wasserstein Distance Using Importance SparsificationJournal of Computational And Graphical Statistics (JCGS), 2022 Mengyu Li Jun Yu Hongteng Xu Cheng Meng 212 20 0 26 May 2022
Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and MoreInternational Conference on Machine Learning (ICML), 2021 Johannes Klicpera Marten Lienen Stephan Günnemann OT 179 14 0 14 Jul 2021
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random ProjectionsNeural Information Processing Systems (NeurIPS), 2021 Kimia Nadjahi Alain Durmus Pierre E. Jacob Roland Badeau Umut Simsekli 213 46 0 29 Jun 2021
Neural Monge Map estimation and its applications JiaoJiao Fan Shu Liu Shaojun Ma Haomin Zhou Yongxin Chen OT 338 32 0 07 Jun 2021
Iterative Alignment FlowsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Zeyu Zhou Ziyu Gong Pradeep Ravikumar David I. Inouye OT DRL 257 5 0 15 Apr 2021
Efficient Optimal Transport Algorithm by Accelerated Gradient descent Dongsheng An Na Lei Xianfeng Gu OT 201 0 0 12 Apr 2021
$Sliced $\mathcal{L}_2$ Distance for Colour Grading$ Sliced $\mathcal{L}_2$ Distance for Colour GradingEuropean Signal Processing Conference (EUSIPCO), 2021 H. Alghamdi Rozenn Dahyot 84 0 0 18 Feb 2021
Functional optimal transport: map estimation and domain adaptation for functional data Jiacheng Zhu Aritra Guha Dat Do Mengdi Xu X. Nguyen Ding Zhao OT 305 8 0 07 Feb 2021
Sufficient dimension reduction for classification using principal optimal transport directionNeural Information Processing Systems (NeurIPS), 2020 Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 300 21 0 19 Oct 2020
Sliced Iterative Normalizing Flows B. Dai U. Seljak 368 37 0 01 Jul 2020
More efficient approximation of smoothing splines via space-filling basis selectionBiometrika (Biometrika), 2020 Cheng Meng Xinlian Zhang Jingyi Zhang Wenxuan Zhong Ping Ma 111 36 0 24 Mar 2020