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2020 – today
- 2023
[c4]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. AAAI 2023: 15745-15751- 2022
- [j8]James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong:
Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. BMC Medical Imaging 22(1): 143 (2022) - [c3]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair
, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV 2022: 219-223 - [i14]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection. CoRR abs/2204.11765 (2022) - [i13]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR abs/2204.11766 (2022) - [i12]Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri:
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR abs/2208.06980 (2022) - [i11]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. CoRR abs/2212.10632 (2022) - 2021
- [j7]Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch:
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images. Frontiers Artif. Intell. 4: 764047 (2021) - [j6]Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong:
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors 21(14): 4805 (2021) - [i10]Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch:
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images. CoRR abs/2103.04008 (2021) - [i9]Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong:
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR abs/2104.00528 (2021) - [i8]Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong:
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge. CoRR abs/2104.14623 (2021) - [i7]Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong:
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR abs/2109.06711 (2021) - [i6]Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong:
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR abs/2111.14319 (2021) - 2020
- [i5]Linda Wang, Mahmoud Famouri, Alexander Wong:
DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation. CoRR abs/2004.08008 (2020) - [i4]Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana:
TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. CoRR abs/2008.04245 (2020) - [i3]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee:
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers. CoRR abs/2009.14385 (2020) - [i2]James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong:
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. CoRR abs/2011.10702 (2020)
2010 – 2019
- 2019
- [j5]Mahmoud Famouri, Zohreh Azimifar, Alexander Wong:
A Novel Motion Plane-Based Approach to Vehicle Speed Estimation. IEEE Trans. Intell. Transp. Syst. 20(4): 1237-1246 (2019) - [c2]Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong:
Unsupervised Deep Shape from Template. ICIAR (1) 2019: 440-451 - [c1]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung:
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS 2019: 22-25 - [i1]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung:
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR abs/1910.01271 (2019) - 2018
- [j4]Mahmoud Famouri, Adrien Bartoli, Zohreh Azimifar:
Fast shape-from-template using local features. Mach. Vis. Appl. 29(1): 73-93 (2018) - 2015
- [j3]Mahmoud Famouri, Mohammad Taheri, Zohreh Azimifar:
Fast Linear SVM Validation Based on Early Stopping in Iterative Learning. Int. J. Pattern Recognit. Artif. Intell. 29(8): 1551013:1-1551013:20 (2015) - [j2]Ehsan Ahmadi, Zohreh Azimifar, Maryam Shams, Mahmoud Famouri, Mohammad Javad Shafiee:
Document image binarization using a discriminative structural classifier. Pattern Recognit. Lett. 63: 36-42 (2015) - 2012
- [j1]M. Yousefi, Mahmoud Famouri, Behrooz Nasihatkon, Zohreh Azimifar, Paul W. Fieguth:
A robust probabilistic Braille recognition system. Int. J. Document Anal. Recognit. 15(3): 253-266 (2012)
Coauthor Index
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