The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation

9 September 2020

Papers citing "The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation"

16 / 16 papers shown

Title
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
Linear Partial Gromov-Wasserstein Embedding Yikun Bai Abihith Kothapalli Hengrong Du Rocio Diaz Martin Soheil Kolouri 27 0 0 22 Oct 2024
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment Jianheng Tang Kangfei Zhao Jia Li 32 26 0 11 May 2023
Regularized Optimal Transport Layers for Generalized Global Pooling Operations Hongteng Xu Minjie Cheng 36 4 0 13 Dec 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 25 47 0 16 Nov 2022
Gromov-Wasserstein Autoencoders Nao Nakagawa Ren Togo Takahiro Ogawa Miki Haseyama GAN DRL 13 11 0 15 Sep 2022
Hybrid Gromov-Wasserstein Embedding for Capsule Learning Pourya Shamsolmoali Masoumeh Zareapoor Swagatam Das Eric Granger Salvador García MedIm 24 2 0 01 Sep 2022
Aligning individual brains with Fused Unbalanced Gromov-Wasserstein Alexis Thual Huy Tran Tatiana Zemskova Nicolas Courty Rémi Flamary S. Dehaene B. Thirion OT 8 24 0 19 Jun 2022
Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification Mengyu Li Jun Yu Hongteng Xu Cheng Meng 26 13 0 26 May 2022
Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Data Jiajin Li Jianheng Tang Lemin Kong Huikang Liu Jia Li Anthony Man-Cho So Jose H. Blanchet 36 1 0 17 May 2022
Semi-relaxed Gromov-Wasserstein divergence with applications on graphs Cédric Vincent-Cuaz Rémi Flamary Marco Corneli Titouan Vayer Nicolas Courty OT 35 23 0 06 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 33 1 0 01 Oct 2021
Entropic Gromov-Wasserstein between Gaussian Distributions Khang Le Dung D. Le Huy Nguyen Dat Do Tung Pham Nhat Ho OT 13 18 0 24 Aug 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 23 37 0 13 Feb 2021
Generalized Spectral Clustering via Gromov-Wasserstein Learning Samir Chowdhury Tom Needham 11 54 0 07 Jun 2020
On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm Khiem Pham Khang Le Nhat Ho Tung Pham Hung Bui OT 53 82 0 09 Feb 2020