Shibo Lv

SCalDA: Semantics-Calibrated and Diffusion-Enhanced Data Augmentation

With the rapid development of deep learning, the issue of data scarcity has become increasingly prominent, inspiring emerging interests towards research on data augmentation techniques over recent years. However, our literature survey indicates that existing efforts often suffer from two issues of s…