2 papers
cs.CV2023
Adversarial Purification of Information Masking
Sitong Liu, Zhichao Lian, Shuangquan Zhang +1
Adversarial attacks meticulously generate minuscule, imperceptible perturbations to images to deceive neural networks. Counteracting these, adversarial purification methods seek to…
cs.CV2020
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images
Jie Song, Liang Xiao, Mohsen Molaei +1
In this paper, we propose an easily trained yet powerful representation learning approach with performance highly competitive to deep neural networks in a digital pathology image s…