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2020 – today
- 2024
[i9]Yunzhe Xue, Usman Roshan:
Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble. CoRR abs/2402.07347 (2024)- 2023
- [c15]Yunzhe Xue, Andrew Hu, Rohit Muralidhar, Justin W. Ady, Advaith Bongu, Usman Roshan:
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback. BIBM 2023: 4167-4171 - [c14]Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan:
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. ICHI 2023: 58-64 - [c13]Yunzhe Xue, Usman Roshan:
Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble. Tiny Papers @ ICLR 2023 - [i8]Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan:
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. CoRR abs/2312.14952 (2023) - 2020
- [c12]Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan:
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM 2020: 2456-2460 - [c11]Abdulrhman Aljouie
, Yunzhe Xue, Meiyan Xie, Usman Roshan:
Challenges in predicting glioma survival time in multi-modal deep networks. BIBM 2020: 2558-2562 - [c10]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 - [c9]Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan:
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA 2020: 22-27 - [c8]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Towards adversarial robustness with 01 loss neural networks. ICMLA 2020: 1304-1309 - [c7]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 - [c6]Yunzhe Xue, Meiyan Xie, Usman Roshan:
On the transferability of adversarial examples between convex and 01 loss models. ICMLA 2020: 1460-1467 - [i7]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Robust binary classification with the 01 loss. CoRR abs/2002.03444 (2020) - [i6]Yunzhe Xue, Meiyan Xie, Usman Roshan:
On the transferability of adversarial examples between convex and 01 loss models. CoRR abs/2006.07800 (2020) - [i5]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Towards adversarial robustness with 01 loss neural networks. CoRR abs/2008.09148 (2020) - [i4]Yunzhe Xue, Meiyan Xie, Usman Roshan:
Defending against substitute model black box adversarial attacks with the 01 loss. CoRR abs/2009.09803 (2020)
2010 – 2019
- 2019
- [c5]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 - [c4]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 - [c3]Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan:
Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images. BrainLes@MICCAI (2) 2019: 360-367 - [c2]Meiyan Xie, Yunzhe Xue, Usman Roshan:
Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA 2019: 299-304 - [c1]Yunzhe Xue, Usman Roshan:
Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural Networks. IWANN (1) 2019: 492-506 - [i3]Yunzhe Xue, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves:
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images. CoRR abs/1905.10835 (2019) - [i2]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) - 2018
- [i1]Yunzhe Xue, Usman Roshan:
Random depthwise signed convolutional neural networks. CoRR abs/1806.05789 (2018)
Coauthor Index
aka: Usman W. Roshan
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