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Conference and Workshop Papers
- 2020
[c9]Abdulrhman Aljouie
, Yunzhe Xue, Meiyan Xie, Usman Roshan:
Challenges in predicting glioma survival time in multi-modal deep networks. BIBM 2020: 2558-2562- [c8]Meiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan:
Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network. BIBM 2020: 2680-2684 - [c7]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Towards adversarial robustness with 01 loss neural networks. ICMLA 2020: 1304-1309 - [c6]Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan:
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images. ICMLA 2020: 1376-1381 - [c5]Yunzhe Xue, Meiyan Xie, Usman Roshan:
On the transferability of adversarial examples between convex and 01 loss models. ICMLA 2020: 1460-1467 - 2019
- [c4]Meiyan Xie, Yunzhu Li, Yunzhe Xue, Randy Shafritz, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan:
Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks. BIBM 2019: 2393-2398 - [c3]Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves:
A Multi-path Decoder Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2019: 255-265 - [c2]Meiyan Xie, Yunzhe Xue, Usman Roshan:
Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA 2019: 299-304 - [c1]Meiyan Xie, Usman Roshan:
Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. IWANN (1) 2019: 507-516
Informal and Other Publications
- 2020
- [i5]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Robust binary classification with the 01 loss. CoRR abs/2002.03444 (2020) - [i4]Yunzhe Xue, Meiyan Xie, Usman Roshan:
On the transferability of adversarial examples between convex and 01 loss models. CoRR abs/2006.07800 (2020) - [i3]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Towards adversarial robustness with 01 loss neural networks. CoRR abs/2008.09148 (2020) - [i2]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Defending against substitute model black box adversarial attacks with the 01 loss. CoRR abs/2009.09803 (2020) - 2019
- [i1]Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves:
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images. CoRR abs/1907.07807 (2019)
Coauthor Index
aka: Usman W. Roshan
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