CO-Optimal Transport

10 February 2020

Papers citing "CO-Optimal Transport"

36 / 36 papers shown

Title
Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena Philip Naumann Jacob R. Kauffmann G. Montavon 29 0 0 09 May 2025
Hypergraph clustering using Ricci curvature: an edge transport perspective Olympio Hacquard 68 1 0 20 Dec 2024
Metric properties of partial and robust Gromov-Wasserstein distances Jannatul Chhoa Michael Ivanitskiy Fushuai Jiang Shiying Li Daniel McBride Tom Needham Kaiying O'Hare 31 0 0 04 Nov 2024
The Z-Gromov-Wasserstein Distance Martin Bauer Facundo Mémoli Tom Needham Mao Nishino OT 28 2 0 15 Aug 2024
Fast Gradient Computation for Gromov-Wasserstein Distance Wei Zhang Zihao Wang Jie Fan Hao Wu Yong Zhang OT 29 1 0 13 Apr 2024
On the impact of measure pre-conditionings on general parametric ML models and transfer learning via domain adaptation Joaquín Sánchez García AI4CE 21 0 0 04 Mar 2024
Quantum Theory and Application of Contextual Optimal Transport Nicola Mariella A. Akhriev F. Tacchino Christa Zoufal J. C. González-Espitia ... I. Tavernelli Stefan Woerner Marianna Rapsomaniki Sergiy Zhuk Jannis Born OT 43 3 0 22 Feb 2024
Graph Cuts with Arbitrary Size Constraints Through Optimal Transport Chakib Fettal Lazhar Labiod M. Nadif OT 21 1 0 07 Feb 2024
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Hugues van Assel Cédric Vincent-Cuaz Nicolas Courty Rémi Flamary Pascal Frossard Titouan Vayer 28 3 0 03 Feb 2024
Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments Maryam Zare P. Kebria Abbas Khosravi OffRL 25 3 0 13 Oct 2023
Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein Hugues van Assel Cédric Vincent-Cuaz Titouan Vayer Rémi Flamary Nicolas Courty 27 0 0 05 Oct 2023
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment Franccois Painblanc Laetitia Chapel Nicolas Courty Chloé Friguet Charlotte Pelletier R. Tavenard AI4TS OOD 21 6 0 24 Aug 2023
Revisiting invariances and introducing priors in Gromov-Wasserstein distances Pinar Demetci Quang-Huy Tran I. Redko Ritambhara Singh OT 11 1 0 19 Jul 2023
Recent Advances in Optimal Transport for Machine Learning Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OOD OT 20 32 0 28 Jun 2023
Learning representations that are closed-form Monge mapping optimal with application to domain adaptation Oliver Struckmeier I. Redko Anton Mallasto Karol Arndt Markus Heinonen Ville Kyrki OT OOD 21 2 0 12 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 45 13 0 08 May 2023
Optimal transport and Wasserstein distances for causal models Patrick Cheridito Stephan Eckstein OT 35 7 0 24 Mar 2023
Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations Siddhant Haldar Jyothish Pari A. Rai Lerrel Pinto 35 66 0 02 Mar 2023
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos Jielin Qiu Franck Dernoncourt Trung Bui Zhaowen Wang Ding Zhao Hailin Jin AI4TS 22 5 0 12 Oct 2022
Unsupervised Domain Adaptation for Extra Features in the Target Domain Using Optimal Transport Toshimitsu Aritake H. Hino OT 29 1 0 10 Sep 2022
Hybrid Gromov-Wasserstein Embedding for Capsule Learning Pourya Shamsolmoali Masoumeh Zareapoor Swagatam Das Eric Granger Salvador García MedIm 34 2 0 01 Sep 2022
Unsupervised Manifold Alignment with Joint Multidimensional Scaling Dexiong Chen Bowen Fan Carlos G. Oliver Karsten M. Borgwardt 17 8 0 06 Jul 2022
Watch and Match: Supercharging Imitation with Regularized Optimal Transport Siddhant Haldar Vaibhav Mathur Denis Yarats Lerrel Pinto 58 62 0 30 Jun 2022
Unbalanced CO-Optimal Transport Quang-Huy Tran H. Janati Nicolas Courty Rémi Flamary I. Redko Pinar Demetci Ritambhara Singh OT 31 11 0 30 May 2022
Block-coordinate Frank-Wolfe algorithm and convergence analysis for semi-relaxed optimal transport problem Takumi Fukunaga Hiroyuki Kasai OT 27 8 0 27 May 2022
Weisfeiler-Lehman meets Gromov-Wasserstein Samantha Chen Sunhyuk Lim Facundo Mémoli Zhengchao Wan Yusu Wang CoGe 6 18 0 05 Feb 2022
Cross-Domain Imitation Learning via Optimal Transport Arnaud Fickinger Samuel N. Cohen Stuart J. Russell Brandon Amos OT 48 48 0 07 Oct 2021
Factored couplings in multi-marginal optimal transport via difference of convex programming Q. Tran H. Janati I. Redko Rémi Flamary Nicolas Courty OT 41 1 0 01 Oct 2021
The Complexity of Subelection Isomorphism Problems Piotr Faliszewski Krzysztof Sornat Stanislaw Szufa 16 4 0 25 May 2021
Fast block-coordinate Frank-Wolfe algorithm for semi-relaxed optimal transport Takumi Fukunaga Hiroyuki Kasai OT 27 6 0 10 Mar 2021
Manifold optimization for non-linear optimal transport problems Bamdev Mishra N. Satyadev Hiroyuki Kasai Pratik Jawanpuria OT 6 10 0 01 Mar 2021
On Robust Optimal Transport: Computational Complexity and Barycenter Computation Khang Le Huy Le Nguyen Quang H. Nguyen Tung Pham Hung Bui Nhat Ho OT 31 37 0 13 Feb 2021
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation Thibault Séjourné François-Xavier Vialard Gabriel Peyré OT 30 68 0 09 Sep 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 83 194 0 07 Feb 2020
TEASER: Fast and Certifiable Point Cloud Registration Heng Yang Jingang Shi Luca Carlone 3DPC 142 658 0 21 Jan 2020
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties David Tellez G. Litjens J. A. van der Laak R. Tavenard F. Ciompi OT 23 123 0 07 Nov 2018