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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
3762021
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
23*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
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
42022
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
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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