A unified framework for generative data augmentation: A comprehensive survey

Y Chen, Z Yan, Y Zhu - arXiv preprint arXiv:2310.00277, 2023 - arxiv.org
Generative data augmentation (GDA) has emerged as a promising technique to alleviate
data scarcity in machine learning applications. This thesis presents a comprehensive survey …

A Unified Framework for Generative Data Augmentation: A Comprehensive Survey

Y Chen, Z Yan, Y Zhu - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Generative data augmentation (GDA) has emerged as a promising technique to alleviate
data scarcity in machine learning applications. This thesis presents a comprehensive survey …