119 citations · 122 across the 4 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
eess.IV2022★ 2 cited
DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning
Sen Yang, Tao Shen, Yuqi Fang +5
The high-content image-based assay is commonly leveraged for identifying the phenotypic impact of genetic perturbations in biology field. However, a persistent issue remains unsolv…
cs.LG2022
CorrGAN: Input Transformation Technique Against Natural Corruptions
Mirazul Haque, Christof J. Budnik, Wei Yang
Because of the increasing accuracy of Deep Neural Networks (DNNs) on different tasks, a lot of real times systems are utilizing DNNs. These DNNs are vulnerable to adversarial pertu…