2 papers
cs.CL2024
Stochastic Adversarial Networks for Multi-Domain Text Classification
Xu Wang, Yuan Wu
Adversarial training has been instrumental in advancing multi-domain text classification (MDTC). Traditionally, MDTC methods employ a shared-private paradigm, with a shared feature…
cs.CV2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content
Juntao Hu, Yuan Wu
We propose a novel data augmentation method termed You Only Need hAlf (YONA), which simplifies the augmentation process. YONA bisects an image, substitutes one half with noise, and…