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M. G. Sarwar Murshed
M. G. Sarwar Murshed
Assistant Professor, Computer Science, University of Wisconsin-Green Bay
Verified email at uwgb.edu - Homepage
Title
Cited by
Cited by
Year
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
3592021
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
22*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
82020
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
62020
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
42020
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
32022
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
32021
{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
32020
Deep Age-Invariant Fingerprint Segmentation System
MG Murshed, K Bahmani, S Schuckers, F Hussain
arXiv preprint arXiv:2303.03341, 2023
22023
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
12021
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
12020
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
12020
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
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes
R Shadman, MG Sarwar Murshed, E Verenich, A Velasquez, F Hussain
arXiv e-prints, arXiv: 2003.04117, 2020
2020
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