Making transport more robust and interpretable by moving data through a
small number of anchor points

Making transport more robust and interpretable by moving data through a small number of anchor points

21 December 2020

Papers citing "Making transport more robust and interpretable by moving data through a small number of anchor points"

12 / 12 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
Many-to-Many Matching via Sparsity Controlled Optimal Transport Weijie Liu Han Bao M. Yamada Zenan Huang Nenggan Zheng Hui Qian OT 58 0 0 31 Mar 2025
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 75 1 0 27 Feb 2025
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 45 12 0 08 May 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 39 1 0 23 Mar 2023
Discriminative Radial Domain Adaptation Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 19 13 0 01 Jan 2023
Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport David Alvarez-Melis Nicolò Fusi Lester W. Mackey Tal Wagner OT 30 1 0 24 Oct 2022
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos Jielin Qiu Franck Dernoncourt Trung Bui Zhaowen Wang Ding Zhao Hailin Jin AI4TS 17 5 0 12 Oct 2022
Selective Cross-Task Distillation Su Lu Han-Jia Ye De-Chuan Zhan 28 0 0 25 Apr 2022
Approximating Optimal Transport via Low-rank and Sparse Factorization Weijie Liu Chao Zhang Nenggan Zheng Hui Qian OT 8 3 0 12 Nov 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
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 75 194 0 07 Feb 2020