research
∙
09/01/2020
Defending against substitute model black box adversarial attacks with the 01 loss
Substitute model black box attacks can create adversarial examples for a...
share
research
∙
08/20/2020
Towards adversarial robustness with 01 loss neural networks
Motivated by the general robustness properties of the 01 loss we propose...
research
∙
06/14/2020
On the transferability of adversarial examples between convex and 01 loss models
We show that white box adversarial examples do not transfer effectively ...
research
∙
02/09/2020
Robust binary classification with the 01 loss
The 01 loss is robust to outliers and tolerant to noisy data compared to...
research
∙
07/17/2019
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images
Brain MRI images consist of multiple 2D images stacked at consecutive sp...
research
∙
05/26/2019
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images
Automatic identification of brain lesions from magnetic resonance imagin...
research
∙
06/15/2018