Usman Roshan
New Jersey Institute of Technology
H-index: 17
North America-United States
Top articles of Usman Roshan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble | arXiv preprint arXiv:2402.07347 | Yunzhe Xue Usman Roshan | 2024/2/12 |
DS 644-005: Introduction to Big Data | Usman Roshan | 2023 | |
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback | Yunzhe Xue Andrew Hu Rohit Muralidhar Justin W Ady Advaith Bongu | 2023/12/5 | |
A cascaded neural network system for rating student performance in surgical knot tying simulation | Yunzhe Xue Olanrewaju Eletta Justin W Ady Nell M Patel Advaith Bongu | 2023/6/26 | |
Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble | Yunzhe Xue Usman Roshan | 2023/3/1 | |
CS 634: Data Mining | Usman Roshan | 2023 | |
Defense against adversarial attacks based on stochastic descent sign activation networks on medical images | International Journal of Pattern Recognition and Artificial Intelligence | Yanan Yang Frank Y Shih Usman Roshan | 2022/3/15 |
Defending against substitute model black box adversarial attacks with the 01 loss | arXiv preprint arXiv:2009.09803 | Yunzhe Xue Meiyan Xie Usman Roshan | 2020/9/1 |
Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images | Meiyan Xie Yunzhu Li Yunzhe Xue Lauren Huntress William Beckerman | 2020/12/14 | |
Brain tumor classification with tumor segmentations and a dual path residual convolutional neural network from MRI and pathology images | Yunzhe Xue Yanan Yang Fadi G Farhat Frank Y Shih Olga Boukrina | 2020 | |
An Ensemble-Based Confidence Score to Increase Accuracy of Carotid Ultrasound Vessel Lumen Segmentation by Convolutional Neural Networks | Journal of Vascular Surgery | Lauren A Huntress Meiyan Xie Shih-Yau G Huang William Beckerman Saum Rahimi | 2020/7/1 |
Towards adversarial robustness with 01 loss neural networks | Yunzhe Xue Meiyan Xie Usman Roshan | 2020/12/14 | |
A multi-path decoder network for brain tumor segmentation | Yunzhe Xue Meiyan Xie Fadi G Farhat Olga Boukrina AM Barrett | 2020 | |
On the transferability of adversarial examples between convex and 01 loss models | IEICE Technical Report; IEICE Tech. Rep. | Miki Tanaka Isao Echizen Hitoshi Kiya | 2023/1/19 |
Robust binary classification with the 01 loss | arXiv preprint arXiv:2002.03444 | Yunzhe Xue Meiyan Xie Usman Roshan | 2020/2/9 |
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks | Zhibo Yang Yanan Yang Yunzhe Xue Frank Y Shih Justin Ady | 2020/12/16 | |
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images | NeuroImage: Clinical | Yunzhe Xue Fadi G Farhat Olga Boukrina AM Barrett Jeffrey R Binder | 2020/1/1 |
Defending against black-box adversarial attacks with gradient-free trained sign activation neural networks | Yunzhe Xue Meiyan Xie Zhibo Yang Usman Roshan | 2020/10/2 | |
CS 675-850: Introduction to Machine Learning | Usman Roshan | 2020 | |
Challenges in predicting glioma survival time in multi-modal deep networks | Abdulrhman Aljouie Yunzhe Xue Meiyan Xie Usman Roshan | 2020/12/16 |
