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Mohammad Javad Shafiee
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Fast YOLO: A fast you only look once system for real-time embedded object detection in video
MJ Shafiee, B Chywl, F Li, A Wong
arXiv preprint arXiv:1709.05943, 2017
3712017
Tiny SSD: A tiny single-shot detection deep convolutional neural network for real-time embedded object detection
A Womg, MJ Shafiee, F Li, B Chwyl
2018 15th Conference on computer and robot vision (CRV), 95-101, 2018
2102018
YOLO nano: A highly compact you only look once convolutional neural network for object detection
A Wong, M Famuori, MJ Shafiee, F Li, B Chwyl, J Chung
2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019
1462019
Do explanations reflect decisions? A machine-centric strategy to quantify the performance of explainability algorithms
ZQ Lin, MJ Shafiee, S Bochkarev, MS Jules, XY Wang, A Wong
arXiv preprint arXiv:1910.07387, 2019
1042019
Discovery radiomics for pathologically-proven computed tomography lung cancer prediction
D Kumar, AG Chung, MJ Shaifee, F Khalvati, MA Haider, A Wong
Image Analysis and Recognition: 14th International Conference, ICIAR 2017 …, 2017
912017
Learn2perturb: an end-to-end feature perturbation learning to improve adversarial robustness
A Jeddi, MJ Shafiee, M Karg, C Scharfenberger, A Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
782020
Ferminets: Learning generative machines to generate efficient neural networks via generative synthesis
A Wong, MJ Shafiee, B Chwyl, F Li
arXiv preprint arXiv:1809.05989, 2018
732018
MicronNet: A highly compact deep convolutional neural network architecture for real-time embedded traffic sign classification
A Wong, MJ Shafiee, MS Jules
IEEE Access 6, 59803-59810, 2018
672018
Fluorescence microscopy image noise reduction using a stochastically-connected random field model
SA Haider, A Cameron, P Siva, D Lui, MJ Shafiee, A Boroomand, ...
Scientific reports 6 (1), 20640, 2016
552016
MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection
F Khalvati, J Zhang, AG Chung, MJ Shafiee, A Wong, MA Haider
BMC medical imaging 18, 1-14, 2018
492018
Prostate cancer detection via a quantitative radiomics-driven conditional random field framework
AG Chung, F Khalvati, MJ Shafiee, MA Haider, A Wong
Ieee Access 3, 2531-2541, 2015
452015
Document image binarization using a discriminative structural classifier
E Ahmadi, Z Azimifar, M Shams, M Famouri, MJ Shafiee
Pattern recognition letters 63, 36-42, 2015
442015
A simple fine-tuning is all you need: Towards robust deep learning via adversarial fine-tuning
A Jeddi, MJ Shafiee, A Wong
arXiv preprint arXiv:2012.13628, 2020
412020
Deep learning with Darwin: Evolutionary synthesis of deep neural networks
MJ Shafiee, A Mishra, A Wong
Neural processing letters 48 (1), 603-613, 2018
412018
Estimating oxygen uptake and energy expenditure during treadmill walking by neural network analysis of easy-to-obtain inputs
T Beltrame, R Amelard, R Villar, MJ Shafiee, A Wong, RL Hughson
Journal of Applied Physiology 121 (5), 1226-1233, 2016
372016
Covid-net cxr-s: Deep convolutional neural network for severity assessment of covid-19 cases from chest x-ray images
H Aboutalebi, M Pavlova, MJ Shafiee, A Sabri, A Alaref, A Wong
Diagnostics 12 (1), 25, 2021
362021
Stochasticnet: Forming deep neural networks via stochastic connectivity
MJ Shafiee, P Siva, A Wong
IEEE Access 4, 1915-1924, 2016
362016
Fast YOLO: A fast you only look once system for real-time embedded object detection in video. arXiv 2017
MJ Shafiee, B Chywl, F Li, A Wong
arXiv preprint arXiv:1709.05943, 0
36
Attendnets: tiny deep image recognition neural networks for the edge via visual attention condensers
A Wong, M Famouri, MJ Shafiee
arXiv preprint arXiv:2009.14385, 2020
322020
Embedded Motion Detection via Neural Response Mixture Background Modeling
MJ Shafiee, P Siva, P Fieguth, A Wong
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
312016
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