PC-GAIN: Pseudo-label Conditional Generative Adversarial Imputation Networks for Incomplete Data

16 November 2020

Papers citing "PC-GAIN: Pseudo-label Conditional Generative Adversarial Imputation Networks for Incomplete Data"

6 / 6 papers shown

Title
Generative Data Imputation for Sparse Learner Performance Data Using Generative Adversarial Imputation Networks Liang Zhang Jionghao Lin John Sabatini Diego Zapata-Rivera Carol Forsyth Yang Jiang John Hollander Xiangen Hu Arthur C. Graesser 49 0 0 23 Mar 2025
Boundary-enhanced time series data imputation with long-term dependency diffusion models Chunjing Xiao Xue Jiang Xianghe Du Wei Yang Wei Lu Xinyu Wang Kevin Chetty 52 1 0 11 Jan 2025
BlockEcho: Retaining Long-Range Dependencies for Imputing Block-Wise Missing Data Qiao Han Mingqian Li Yao Yang Yiteng Zhai 41 0 0 29 Feb 2024
Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation J. Dessureault Daniel Massicotte 22 5 0 17 Jun 2022
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 177 4,222 0 04 May 2011