Instrumental Variable-Driven Domain Generalization with Unobserved Confounders

4 October 2021

Papers citing "Instrumental Variable-Driven Domain Generalization with Unobserved Confounders"

6 / 6 papers shown

Title
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization Yunze Tong Junkun Yuan Min Zhang Di-hua Zhu Keli Zhang Fei Wu Kun Kuang 21 7 0 25 May 2023
Domain Generalization via Contrastive Causal Learning Qiaowei Miao Junkun Yuan Kun Kuang BDL OOD 28 12 0 06 Oct 2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Zheqi Lv Wenqiao Zhang Shengyu Zhang Kun Kuang Feng Wang ... Zhengyu Chen T. Shen Hongxia Yang Bengchin Ooi Fei Wu 34 52 0 12 Sep 2022
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 35 23 0 02 Oct 2021
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 201 402 0 12 Mar 2020
Domain Adaptation as a Problem of Inference on Graphical Models Kun Zhang Mingming Gong P. Stojanov Biwei Huang Qingsong Liu Clark Glymour OOD 43 62 0 09 Feb 2020