Variational Disentanglement for Domain Generalization

Variational Disentanglement for Domain Generalization

13 September 2021

Yufei Wang

Lap-Pui Chau

Papers citing "Variational Disentanglement for Domain Generalization"

16 / 16 papers shown

Title
Domain Generalization via Discrete Codebook Learning Shaocong Long Qianyu Zhou Xikun Jiang Chenhao Ying Lizhuang Ma Yuan Luo 36 0 0 09 Apr 2025
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 35 4 0 05 Oct 2023
Towards Domain-Specific Features Disentanglement for Domain Generalization Hao Chen Qi Zhang Zenan Huang Haobo Wang Jun Zhao OOD 43 1 0 04 Oct 2023
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments Yujie Lin Chen Zhao Minglai Shao Baoluo Meng Xujiang Zhao Haifeng Chen 14 3 0 22 Sep 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mohamed Akrout Amal Feriani F. Bellili A. Mezghani E. Hossain OOD AI4CE 29 26 0 13 Mar 2023
Temporal Coherent Test-Time Optimization for Robust Video Classification Chenyu Yi Siyuan Yang Yufei Wang Haoliang Li Yap-Peng Tan Alex C. Kot TTA 19 12 0 28 Feb 2023
Removing Image Artifacts From Scratched Lens Protectors Yufei Wang Renjie Wan Wenhan Yang B. Wen Lap-Pui Chau Alex C. Kot 35 1 0 11 Feb 2023
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng 22 13 0 11 Aug 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder Tiexin Qin Shiqi Wang Haoliang Li CML BDL 8 22 0 16 May 2022
MVDG: A Unified Multi-view Framework for Domain Generalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao 10 29 0 23 Dec 2021
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders Junkun Yuan Xu Ma Ruoxuan Xiong Mingming Gong Xiangyu Liu Fei Wu Lanfen Lin Kun Kuang OOD CML 18 11 0 04 Oct 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 52 1,168 0 02 Mar 2021
Cross-study learning for generalist and specialist predictions Boyu Ren Prasad Patil Francesca Dominici Giovanni Parmigiani L. Trippa 17 10 0 24 Jul 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 137 273 0 16 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 204 404 0 12 Mar 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016