Mapping conditional distributions for domain adaptation under
generalized target shift

Mapping conditional distributions for domain adaptation under generalized target shift

26 October 2021

Matthieu Kirchmeyer

A. Rakotomamonjy

Emmanuel de Bézenac

Patrick Gallinari

Papers citing "Mapping conditional distributions for domain adaptation under generalized target shift"

15 / 15 papers shown

Title
Domain Adaptation and Entanglement: an Optimal Transport Perspective Okan Koç Alexander Soen Chao-Kai Chiang Masashi Sugiyama OOD AAML 67 0 0 11 Mar 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift A. Nguyen Lam C. Tran Anh Tong Tuan-Duy H. Nguyen Toan M. Tran 42 1 0 31 Dec 2024
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixture Ruidong Fan Xiao Ouyang Hong Tao Yuhua Qian Chenping Hou OOD 47 0 0 04 Nov 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization Amir Saberi Amir Najafi Ala Emrani Amin Behjati Yasaman Zolfimoselo Mahdi Shadrooy Abolfazl Motahari B. Khalaj 31 0 0 17 Oct 2024
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression Hao-Ran Yang Chuan-Xian Ren You-Wei Luo CML AI4CE 26 1 0 13 Aug 2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation You-Wei Luo Chuan-Xian Ren Xiao-Lin Xu Qingshan Liu 50 1 0 24 Jun 2024
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights You-Wei Luo Chuan-Xian Ren OOD 40 1 0 24 Jun 2024
Invariance assumptions for class distribution estimation Dirk Tasche OOD 11 3 0 28 Nov 2023
Partial Identifiability for Domain Adaptation Lingjing Kong Shaoan Xie Weiran Yao Yujia Zheng Guan-Hong Chen P. Stojanov Victor Akinwande Kun Zhang 48 8 0 10 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 15 2 0 12 May 2023
Generalized Universal Domain Adaptation with Generative Flow Networks Didi Zhu Yinchuan Li Yunfeng Shao Jianye Hao Fei Wu Kun Kuang Jun Xiao Chao Wu AI4CE OOD 34 16 0 08 May 2023
Source-free Domain Adaptation Requires Penalized Diversity Laya Rafiee Sevyeri Ivaxi Sheth Farhood Farahnak Alexandre See Samira Ebrahimi Kahou T. Fevens Mohammad Havaei TTA 24 0 0 06 Apr 2023
Sparse joint shift in multinomial classification Dirk Tasche 16 3 0 29 Mar 2023
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 30 6 0 18 Nov 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 28 2 0 09 Mar 2022