Specify Robust Causal Representation from Mixed Observations

21 October 2023

Papers citing "Specify Robust Causal Representation from Mixed Observations"

6 / 6 papers shown

Title
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference Wenhao Shen Mingliang Zhou Yu Chen Xuekai Wei Jun Luo Huayan Pu Weijia Jia CML 76 0 0 22 Dec 2024
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation Hao Wang Zhichao Chen Yuan Shen Jiajun Fan Zhaoran Liu Degui Yang Xinggao Liu Haoxuan Li 30 0 0 01 Jul 2024
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment Lei Wang Desen Yuan AAML OOD 20 1 0 30 Apr 2024
Optimal Transport for Treatment Effect Estimation Hao Wang Zhichao Chen Jiajun Fan Haoxuan Li Tianqiao Liu Weiming Liu Quanyu Dai Yichao Wang Zhenhua Dong Ruiming Tang OT CML 20 35 0 27 Oct 2023
Invariant Learning via Probability of Sufficient and Necessary Causes Mengyue Yang Zhen Fang Yonggang Zhang Yali Du Furui Liu Jean-François Ton Jianhong Wang Jun Wang OODD 11 13 0 22 Sep 2023
Causal Estimation with Functional Confounders A. Puli A. Perotte Rajesh Ranganath 24 12 0 17 Feb 2021