Unbalanced Optimal Transport, from Theory to Numerics

16 November 2022

Papers citing "Unbalanced Optimal Transport, from Theory to Numerics"

24 / 24 papers shown

Title
Scalable Approximate Algorithms for Optimal Transport Linear Models Tomasz Kacprzak Francois Kamper Michael W. Heiss Gianluca Janka Ann M. Dillner Satoshi Takahama OT 37 0 0 06 Apr 2025
A scalable gene network model of regulatory dynamics in single cells Paul Bertin J. Viviano Alejandro Tejada-Lapuerta Weixu Wang Stefan Bauer Fabian J. Theis Yoshua Bengio 36 0 0 25 Mar 2025
Uncertainty-Aware Knowledge Distillation for Compact and Efficient 6DoF Pose Estimation Nassim Ali Ousalah Anis Kacem Enjie Ghorbel Emmanuel Koumandakis Djamila Aouada 54 0 0 17 Mar 2025
A primer on optimal transport for causal inference with observational data Florian F Gunsilius OT CML 73 0 0 10 Mar 2025
Contextual Scenario Generation for Two-Stage Stochastic Programming David Islip Roy H. Kwon Sanghyeon Bae Woo Chang Kim 51 0 0 07 Feb 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 43 1 0 31 Dec 2024
On Barycenter Computation: Semi-Unbalanced Optimal Transport-based Method on Gaussians Ngoc-Hai Nguyen Dung D. Le Hoang Nguyen Tung Pham Nhat Ho OT 34 1 0 10 Oct 2024
An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment Hugo Malard Michel Olvera Stéphane Lathuilière S. Essid VLM 30 0 0 08 Oct 2024
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 39 0 0 04 Oct 2024
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport Taekyung Lee Jaemoo Choi Jaewoong Choi Myungjoo Kang OT 3DPC 22 0 0 03 Oct 2024
Scalable Simulation-free Entropic Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi OT 23 0 0 03 Oct 2024
Randomized Transport Plans via Hierarchical Fully Probabilistic Design Sarah Boufelja Anthony Quinn Robert Shorten OT 39 0 0 04 Aug 2024
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model D. M. Nguyen An T. Le Trung Q. Nguyen N. T. Diep Tai Nguyen D. Duong-Tran Jan Peters Li Shen Mathias Niepert Daniel Sonntag VLM 37 3 0 05 Jul 2024
Collective Counterfactual Explanations via Optimal Transport A. Ehyaei Ali Shirali Samira Samadi OffRL OT 11 1 0 07 Feb 2024
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction Moritz Piening Fabian Altekrüger J. Hertrich Paul Hagemann Andrea Walther Gabriele Steidl 24 6 0 27 Dec 2023
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation L. Eyring Dominik Klein Théo Uscidda Giovanni Palla Niki Kilbertus Zeynep Akata Fabian J. Theis OT 23 14 0 25 Nov 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 10 19 0 24 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 38 12 0 08 May 2023
Optimal transport and Wasserstein distances for causal models Patrick Cheridito Stephan Eckstein OT 31 7 0 24 Mar 2023
Light Unbalanced Optimal Transport Milena Gazdieva Arip Asadulaev Alexander Korotin Evgeny Burnaev OT 16 1 0 14 Mar 2023
Necessity Feature Correspondence Estimation for Large-scale Global Place Recognition and Relocalization Kyeongsu Kang Minjae Lee Hyeonwoo Yu 3DPC 16 0 0 11 Mar 2023
On adversarial robustness and the use of Wasserstein ascent-descent dynamics to enforce it Camilo A. Garcia Trillos Nicolas García Trillos 16 5 0 09 Jan 2023
Semi-relaxed Gromov-Wasserstein divergence with applications on graphs Cédric Vincent-Cuaz Rémi Flamary Marco Corneli Titouan Vayer Nicolas Courty OT 33 23 0 06 Oct 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013