6 citations · 11 across the 2 of their papers we have counts for
3 papers
cs.SD2023★ 6 cited
Defending against Adversarial Audio via Diffusion Model
Shutong Wu, Jiongxiao Wang, Wei Ping +2
Deep learning models have been widely used in commercial acoustic systems in recent years. However, adversarial audio examples can cause abnormal behaviors for those acoustic syste…
cs.LG2022★ 5 cited
One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks
Shutong Wu, Sizhe Chen, Cihang Xie +1
Unlearnable examples (ULEs) aim to protect data from unauthorized usage for training DNNs. Existing work adds -bounded perturbations to the original sample so that the…
cs.LG2021
Weighted Neural Tangent Kernel: A Generalized and Improved Network-Induced Kernel
Lei Tan, Shutong Wu, Xiaolin Huang
The Neural Tangent Kernel (NTK) has recently attracted intense study, as it describes the evolution of an over-parameterized Neural Network (NN) trained by gradient descent. Howeve…