Mahmoud Famouri

26 papers A* 1Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. AAAI Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. BMC Medical Imaging James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2022	—	`conf`	CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri
2022	J	`jnl`	High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2021	J	`jnl`	AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge. CoRR Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
2021	J	`jnl`	COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
2021	J	`jnl`	Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images. Frontiers Artif. Intell. Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
2021	J	`jnl`	Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images. CoRR Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
2021	J	`jnl`	OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
2021	J	`jnl`	OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
2021	J	`jnl`	TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong
2020	J	`jnl`	AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers. CoRR Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee
2020	J	`jnl`	CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. CoRR James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2020	J	`jnl`	DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation. CoRR Linda Wang, Mahmoud Famouri, Alexander Wong
2020	J	`jnl`	TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. CoRR Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana
2019	J	`jnl`	A Novel Motion Plane-Based Approach to Vehicle Speed Estimation. IEEE Trans. Intell. Transp. Syst. Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
2019	—	`conf`	Unsupervised Deep Shape from Template. ICIAR (1) Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
2019	—	`conf`	YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
2019	J	`jnl`	YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
2018	J	`jnl`	Fast shape-from-template using local features. Mach. Vis. Appl. Mahmoud Famouri, Adrien Bartoli, Zohreh Azimifar
2015	J	`jnl`	Document image binarization using a discriminative structural classifier. Pattern Recognit. Lett. Ehsan Ahmadi, Zohreh Azimifar, Maryam Shams, Mahmoud Famouri, Mohammad Javad Shafiee
2015	J	`jnl`	Fast Linear SVM Validation Based on Early Stopping in Iterative Learning. Int. J. Pattern Recognit. Artif. Intell. Mahmoud Famouri, Mohammad Taheri, Zohreh Azimifar
2012	J	`jnl`	A robust probabilistic Braille recognition system. Int. J. Document Anal. Recognit. M. Yousefi, Mahmoud Famouri, Behrooz Nasihatkon, Zohreh Azimifar, Paul W. Fieguth