2 papers
cs.CL2020
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks
Xiaosen Wang, Yichen Yang, Yihe Deng +1
Adversarial training is the most empirically successful approach in improving the robustness of deep neural networks for image classification.For text classification, however, exis…
cs.DB2018
Adaptive Wavelet Clustering for Highly Noisy Data
Zengjian Chen, Jiayi Liu, Yihe Deng +2
In this paper we make progress on the unsupervised task of mining arbitrarily shaped clusters in highly noisy datasets, which is a task present in many real-world applications. Bas…