Machine learning at the network edge: A survey MGS Murshed, C Murphy, D Hou, N Khan, G Ananthanarayanan, ... ACM Computing Surveys (CSUR) 54 (8), 1-37, 2021 | 409 | 2021 |
Machine learning at the network edge: A survey MGS Murshed, C Murphy, D Hou, N Khan, G Ananthanarayanan, ... ACM Computing Surveys (CSUR) 54 (8), 1-37, 2021 | 24* | 2021 |
Hazard Detection in Supermarkets using Deep Learning on the Edge MGS Murshed, E Verenich, C Gende, JJ Carroll, N Khan, F Hussain {USENIX} Association https://www.usenix.org/conference/hotedge20 …, 2020 | 8 | 2020 |
The utility of feature reuse: Transfer learning in data-starved regimes E Verenich, A Velasquez, MG Murshed, F Hussain arXiv preprint arXiv:2003.04117, 2020 | 6 | 2020 |
Resource-aware on-device deep learning for supermarket hazard detection MGS Murshed, JJ Carroll, N Khan, F Hussain 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 5 | 2020 |
Efficient deployment of deep learning models on autonomous robots in the ROS environment MG Sarwar Murshed, JJ Carroll, N Khan, F Hussain Deep Learning Applications, Volume 3, 215-243, 2022 | 4 | 2022 |
{FlexServe}: Deployment of {PyTorch} Models as Flexible {REST} Endpoints E Verenich, A Velasquez, MGS Murshed, F Hussain 2020 USENIX Conference on Operational Machine Learning (OpML 20), 2020 | 4 | 2020 |
Deep slap fingerprint segmentation for juveniles and adults MGS Murshed, R Kline, K Bahmani, F Hussain, S Schuckers 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-4, 2021 | 3 | 2021 |
Deep Age-Invariant Fingerprint Segmentation System MG Murshed, K Bahmani, S Schuckers, F Hussain arXiv preprint arXiv:2303.03341, 2023 | 2 | 2023 |
Mitigating the Class Overlap Problem in Discriminative Localization: COVID-19 and Pneumonia Case Study E Verenich, MGS Murshed, N Khan, A Velasquez, F Hussain Explainable AI Within the Digital Transformation and Cyber Physical Systems …, 2021 | 1 | 2021 |
Fast Resilient-Aware Data Layout Organization for Resistive Computing Systems B Zhang, MGS Murshed, F Hussain, R Ewetz 2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 72-77, 2020 | 1 | 2020 |
Hazard detection in supermarkets using deep learning on the edge MG Sarwar Murshed, E Verenich, JJ Carroll, N Khan, F Hussain arXiv e-prints, arXiv: 2003.04116, 2020 | 1 | 2020 |
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes R Shadman, MGS Murshed, E Verenich, A Velasquez, F Hussain 2023 International Conference on Computational Science and Computational …, 2023 | | 2023 |
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction MG Murshed, SK Abbas, S Purnapatra, D Hou, F Hussain arXiv preprint arXiv:2311.15163, 2023 | | 2023 |
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction MG Sarwar Murshed, S Konain Abbas, S Purnapatra, D Hou, F Hussain arXiv e-prints, arXiv: 2311.15163, 2023 | | 2023 |
A vision-based system for road crack detection using hybrid deep learning architecture MGS Murshed, SMS Hossain, KK Roman, A Seitllari ASCE International Conference on Transportation and Development (ICTD) 2023, 2023 | | 2023 |