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Optimal Transport for Multi-source Domain Adaptation under Target Shift

13 March 2018

Papers citing "Optimal Transport for Multi-source Domain Adaptation under Target Shift"

34 / 84 papers shown

Title
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 85 100 0 26 Jul 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 75 13 0 23 Jun 2021
Aggregating From Multiple Target-Shifted Sources Changjian Shui Zijian Li Jiaqi Li Christian Gagné Charles Ling Boyu Wang 80 31 0 09 May 2021
Regularized Optimal Transport for Dynamic Semi-supervised Learning Mourad El Hamri Younès Bennani OT 15 0 0 22 Mar 2021
Limitations of Post-Hoc Feature Alignment for Robustness Collin Burns Jacob Steinhardt OOD 97 23 0 10 Mar 2021
Fast block-coordinate Frank-Wolfe algorithm for semi-relaxed optimal transport Takumi Fukunaga Hiroyuki Kasai OT 62 6 0 10 Mar 2021
Scalable Causal Domain Adaptation Mohammad Ali Javidian O. Pandey Pooyan Jamshidi CML 31 4 0 27 Feb 2021
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation A. Vacher Boris Muzellec Alessandro Rudi Francis R. Bach François-Xavier Vialard OT 77 28 0 13 Jan 2021
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 76 17 0 17 Nov 2020
A contribution to Optimal Transport on incomparable spaces Titouan Vayer OT 73 20 0 09 Nov 2020
Sufficient dimension reduction for classification using principal optimal transport direction Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 41 16 0 19 Oct 2020
Improved Multi-Source Domain Adaptation by Preservation of Factors Sebastian Schrom Stephan Hasler J. Adamy OOD 47 7 0 15 Oct 2020
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images J. Sigman Gregory P. Spell Kevin J. Liang Lawrence Carin ObjD 65 18 0 02 Oct 2020
Open Set Domain Adaptation using Optimal Transport Marwa Kechaou Romain Hérault Mokhtar Z. Alaya Gilles Gasso OT OOD 26 1 0 02 Oct 2020
Similarity-based data mining for online domain adaptation of a sonar ATR system Jean de Bodinat Thomas Guerneve Jose Vazquez Marija Jegorova 79 3 0 16 Sep 2020
$Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence$ Beyond $\mathcal{H}$ -Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence Changjian Shui Qi Chen Jun Wen Fan Zhou Christian Gagné Boyu Wang 92 23 0 30 Jul 2020
Target Consistency for Domain Adaptation: when Robustness meets Transferability Yassine Ouali Victor Bouvier Myriam Tami C´eline Hudelot OOD 55 3 0 25 Jun 2020
Robust Domain Adaptation: Representations, Weights and Inductive Bias Victor Bouvier P. Very C. Chastagnol Myriam Tami C´eline Hudelot OOD 30 10 0 24 Jun 2020
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 65 32 0 23 Jun 2020
Optimal Transport for Conditional Domain Matching and Label Shift A. Rakotomamonjy Rémi Flamary Gilles Gasso Mokhtar Z. Alaya Maxime Bérar Nicolas Courty OOD OT 47 28 0 15 Jun 2020
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images O. Tasar A. Giros Y. Tarabalka Pierre Alliez Sebastien Clerc 63 53 0 13 May 2020
A survey on domain adaptation theory: learning bounds and theoretical guarantees I. Redko Emilie Morvant Amaury Habrard M. Sebban Younès Bennani OOD 174 135 0 24 Apr 2020
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization O. Tasar Y. Tarabalka A. Giros Pierre Alliez Sebastien Clerc 84 58 0 14 Apr 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu Wang Geoffrey J. Gordon OOD AAML VLM 102 191 0 10 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 71 64 0 19 Feb 2020
CO-Optimal Transport Ivegen Redko Titouan Vayer Rémi Flamary Nicolas Courty OT 91 66 0 10 Feb 2020
Multi-source Distilling Domain Adaptation Sicheng Zhao Guangzhi Wang Shanghang Zhang Yang Gu Yaxian Li Zhichao Song Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer TTA 94 218 0 22 Nov 2019
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin Evgeny Burnaev GAN 238 109 0 28 Sep 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 30 7 0 29 Jul 2019
Solving graph compression via optimal transport Vikas Garg Tommi Jaakkola OT 65 16 0 29 May 2019
A Generalization Error Bound for Multi-class Domain Generalization A. Deshmukh Yunwen Lei Srinagesh Sharma Ürün Dogan J. Cutler Clayton Scott 103 38 0 24 May 2019
On Target Shift in Adversarial Domain Adaptation Yitong Li M. Murias Samantha Major G. Dawson David E. Carlson OOD 52 30 0 15 Mar 2019
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 182 819 0 06 Dec 2018
DT-LET: Deep Transfer Learning by Exploring where to Transfer Jianzhe Lin Qi. Wang Rabab Ward Z. J. Wang 23 27 0 23 Sep 2018