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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
2732017
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
1592018
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
862019
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
792017
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
742019
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
602018
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
472018
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
462020
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), 1-16, 2016
432016
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
422018
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
402015
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
362015
Deep learning with Darwin: Evolutionary synthesis of deep neural networks
MJ Shafiee, A Mishra, A Wong
Neural Processing Letters 48 (1), 603-613, 2018
352018
Stochasticnet: Forming deep neural networks via stochastic connectivity
MJ Shafiee, P Siva, A Wong
IEEE Access 4, 1915-1924, 2016
352016
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
322016
Efficient bayesian inference using fully connected conditional random fields with stochastic cliques
MJ Shafiee, A Wong, P Siva, P Fieguth
2014 IEEE International Conference on Image Processing (ICIP), 4289-4293, 2014
302014
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
272020
Evolutionary synthesis of deep neural networks via synaptic cluster-driven genetic encoding
MJ Shafiee, A Wong
arXiv preprint arXiv:1609.01360, 2016
272016
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model
L Xu, M Javad Shafiee, A Wong, F Li, L Wang, D Clausi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
262015
Apparent Ultra-High -Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields
MJ Shafiee, SA Haider, A Wong, D Lui, A Cameron, A Modhafar, ...
IEEE transactions on medical imaging 34 (5), 1111-1124, 2014
262014
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