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M. G. Sarwar Murshed

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2020 – today

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2023
[i7]
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  - journals/corr/abs-2303-03341
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M. G. Sarwar Murshed, Keivan Bahmani, Stephanie Schuckers, Faraz Hussain:
Deep Age-Invariant Fingerprint Segmentation System. CoRR abs/2303.03341 (2023)
[i6]
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  - journals/corr/abs-2311-15163
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M. G. Sarwar Murshed, Syed Konain Abbas, Sandip Purnapatra, Daqing Hou, Faraz Hussain:
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction. CoRR abs/2311.15163 (2023)
2022
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M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain:
Machine Learning at the Network Edge: A Survey. ACM Comput. Surv. 54(8): 170:1-170:37 (2022)
2021
[i5]
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  - journals/corr/abs-2110-04067
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M. G. Sarwar Murshed, Robert Kline, Keivan Bahmani, Faraz Hussain, Stephanie Schuckers:
Deep Slap Fingerprint Segmentation for Juveniles and Adults. CoRR abs/2110.04067 (2021)
2020
[c3]
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  - conf/icmla/MurshedCK020
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M. G. Sarwar Murshed, James J. Carroll, Nazar Khan, Faraz Hussain:
Resource-aware On-device Deep Learning for Supermarket Hazard Detection. ICMLA 2020: 871-876
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Baogang Zhang, M. G. Sarwar Murshed, Faraz Hussain, Rickard Ewetz:
Fast Resilient-Aware Data Layout Organization for Resistive Computing Systems. ISVLSI 2020: 72-77
[c1]
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Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. OpML 2020
[i4]
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  - journals/corr/abs-2003-01538
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Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. CoRR abs/2003.01538 (2020)
[i3]
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  - journals/corr/abs-2003-04116
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M. G. Sarwar Murshed, Edward Verenich, James J. Carroll, Nazar Khan, Faraz Hussain:
Hazard Detection in Supermarkets using Deep Learning on the Edge. CoRR abs/2003.04116 (2020)
[i2]
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  - journals/corr/abs-2003-04117
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Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes. CoRR abs/2003.04117 (2020)

2010 – 2019

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2019
[i1]
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  - journals/corr/abs-1908-00080
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M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain:
Machine Learning at the Network Edge: A Survey. CoRR abs/1908.00080 (2019)

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