InfoOT: Information Maximizing Optimal Transport

InfoOT: Information Maximizing Optimal Transport

6 October 2022

Ching-Yao Chuang

Stefanie Jegelka

David Alvarez-Melis

Papers citing "InfoOT: Information Maximizing Optimal Transport"

16 / 16 papers shown

Title
Optimal Transport for Domain Adaptation through Gaussian Mixture Models Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OT 100 1 0 18 Mar 2024
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Eric Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 43 70 0 12 Jan 2022
Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover Yikun Bai Xiugang Wu Ayfer Özgür OT 22 22 0 24 Aug 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 122 204 0 07 Feb 2020
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport Yanbin Liu M. Yamada Yao-Hung Hubert Tsai Tam Le Ruslan Salakhutdinov Yi Yang OT 31 7 0 05 Sep 2019
Training individually fair ML models with Sensitive Subspace Robustness Mikhail Yurochkin Amanda Bower Yuekai Sun FaML OOD 57 120 0 28 Jun 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 54 328 0 31 Aug 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 52 71 0 25 Jun 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 63 272 0 23 May 2018
Optimal Transport for Multi-source Domain Adaptation under Target Shift I. Redko Nicolas Courty Rémi Flamary D. Tuia OOD 36 141 0 13 Mar 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 284 1,655 0 11 Oct 2017
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Salem Said Lionel Bombrun Y. Berthoumieu J. Manton 44 141 0 07 Jul 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 167 2,598 0 10 Dec 2014
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 197 4,251 0 04 Jun 2013
Learning Probability Measures with respect to Optimal Transport Metrics Guillermo D. Cañas Lorenzo Rosasco OT 82 100 0 05 Sep 2012