5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2023
It's Simplex! Disaggregating Measures to Improve Certified Robustness
Andrew C. Cullen, Paul Montague, Shijie Liu +2
Certified robustness circumvents the fragility of defences against adversarial attacks, by endowing model predictions with guarantees of class invariance for attacks up to a calcul…
eess.IV2023★ 5 cited
Dual Residual Attention Network for Image Denoising
Wencong Wu, Shijie Liu, Yi Zhou +2
In image denoising, deep convolutional neural networks (CNNs) can obtain favorable performance on removing spatially invariant noise. However, many of these networks cannot perform…