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ORCIDBibTeX records: Mohammad Javad Shafiee
@article{DBLP:journals/access/AboutalebiSTW24,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Chi{-}En Amy Tai and
Alexander Wong},
title = {Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial
Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating},
journal = {{IEEE} Access},
volume = {12},
pages = {48174--48188},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3347498},
doi = {10.1109/ACCESS.2023.3347498},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AboutalebiSTW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01003,
author = {Jia Cheng Shang and
Yuhao Chen and
Mohammad Javad Shafiee and
David A. Clausi},
title = {Rink-Agnostic Hockey Rink Registration},
journal = {CoRR},
volume = {abs/2401.01003},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01003},
doi = {10.48550/ARXIV.2401.01003},
eprinttype = {arXiv},
eprint = {2401.01003},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuFBSW23,
author = {Carol Xu and
Mahmoud Famouri and
Gautam Bathla and
Mohammad Javad Shafiee and
Alexander Wong},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {High-Throughput, High-Performance Deep Learning-Driven Light Guide
Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing
Environments},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {15745--15751},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26869},
doi = {10.1609/AAAI.V37I13.26869},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuFBSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WongWANCS23,
author = {Alexander Wong and
Yifan Wu and
Saad Abbasi and
Saeejith Nair and
Yuhao Chen and
Mohammad Javad Shafiee},
title = {Fast GraspNeXt: {A} Fast Self-Attention Neural Network Architecture
for Multi-task Learning in Computer Vision Tasks for Robotic Grasping
on the Edge},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2293--2297},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00224},
doi = {10.1109/CVPRW59228.2023.00224},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WongWANCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsports/ShangCSC23,
author = {Jia Cheng Shang and
Yuhao Chen and
Mohammad Javad Shafiee and
David A. Clausi},
editor = {Rainer Lienhart and
Thomas B. Moeslund and
Hideo Saito},
title = {Rink-Agnostic Hockey Rink Registration},
booktitle = {Proceedings of the 6th International Workshop on Multimedia Content
Analysis in Sports, MMSports 2023, Ottawa ON, Canada, 29 October 2023},
pages = {73--81},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3606038.3616161},
doi = {10.1145/3606038.3616161},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmsports/ShangCSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11196,
author = {Alexander Wong and
Yifan Wu and
Saad Abbasi and
Saeejith Nair and
Yuhao Chen and
Mohammad Javad Shafiee},
title = {Fast GraspNeXt: {A} Fast Self-Attention Neural Network Architecture
for Multi-task Learning in Computer Vision Tasks for Robotic Grasping
on the Edge},
journal = {CoRR},
volume = {abs/2304.11196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11196},
doi = {10.48550/ARXIV.2304.11196},
eprinttype = {arXiv},
eprint = {2304.11196},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14293,
author = {Saeejith Nair and
Yuhao Chen and
Mohammad Javad Shafiee and
Alexander Wong},
title = {NAS-NeRF: Generative Neural Architecture Search for Neural Radiance
Fields},
journal = {CoRR},
volume = {abs/2309.14293},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14293},
doi = {10.48550/ARXIV.2309.14293},
eprinttype = {arXiv},
eprint = {2309.14293},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15274,
author = {Amir Nazemi and
Mohammad Javad Shafiee and
Zahra Gharaee and
Paul W. Fieguth},
title = {Memory-Efficient Continual Learning Object Segmentation for Long Video},
journal = {CoRR},
volume = {abs/2309.15274},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15274},
doi = {10.48550/ARXIV.2309.15274},
eprinttype = {arXiv},
eprint = {2309.15274},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05171,
author = {Saeejith Nair and
Mohammad Javad Shafiee and
Alexander Wong},
title = {{DARLEI:} Deep Accelerated Reinforcement Learning with Evolutionary
Intelligence},
journal = {CoRR},
volume = {abs/2312.05171},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05171},
doi = {10.48550/ARXIV.2312.05171},
eprinttype = {arXiv},
eprint = {2312.05171},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/XuFBNSW22,
author = {Carol Xu and
Mahmoud Famouri and
Gautam Bathla and
Saeejith Nair and
Mohammad Javad Shafiee and
Alexander Wong},
title = {CellDefectNet: {A} Machine-designed Attention Condenser Network for
Electroluminescence-based Photovoltaic Cell Defect Inspection},
booktitle = {19th Conference on Robots and Vision, {CRV} 2022, Toronto, ON, Canada,
May 31 - June 2, 2022},
pages = {219--223},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CRV55824.2022.00036},
doi = {10.1109/CRV55824.2022.00036},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crv/XuFBNSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AbbasiWS22,
author = {Saad Abbasi and
Alexander Wong and
Mohammad Javad Shafiee},
title = {{MAPLE:} Microprocessor {A} Priori for Latency Estimation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {2746--2755},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00310},
doi = {10.1109/CVPRW56347.2022.00310},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AbbasiWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NairAWS22,
author = {Saeejith Nair and
Saad Abbasi and
Alexander Wong and
Mohammad Javad Shafiee},
title = {MAPLE-Edge: {A} Runtime Latency Predictor for Edge Devices},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {3659--3667},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00410},
doi = {10.1109/CVPRW56347.2022.00410},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/NairAWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11210,
author = {Hossein Aboutalebi and
Maya Pavlova and
Mohammad Javad Shafiee and
Adrian Florea and
Andrew Hryniowski and
Alexander Wong},
title = {COVID-Net Biochem: An Explainability-driven Framework to Building
Machine Learning Models for Predicting Survival and Kidney Injury
of {COVID-19} Patients from Clinical and Biochemistry Data},
journal = {CoRR},
volume = {abs/2204.11210},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11210},
doi = {10.48550/ARXIV.2204.11210},
eprinttype = {arXiv},
eprint = {2204.11210},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11765,
author = {Carol Xu and
Mahmoud Famouri and
Gautam Bathla and
Mohammad Javad Shafiee and
Alexander Wong},
title = {LightDefectNet: {A} Highly Compact Deep Anti-Aliased Attention Condenser
Neural Network Architecture for Light Guide Plate Surface Defect Detection},
journal = {CoRR},
volume = {abs/2204.11765},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11765},
doi = {10.48550/ARXIV.2204.11765},
eprinttype = {arXiv},
eprint = {2204.11765},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11766,
author = {Carol Xu and
Mahmoud Famouri and
Gautam Bathla and
Saeejith Nair and
Mohammad Javad Shafiee and
Alexander Wong},
title = {CellDefectNet: {A} Machine-designed Attention Condenser Network for
Electroluminescence-based Photovoltaic Cell Defect Inspection},
journal = {CoRR},
volume = {abs/2204.11766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11766},
doi = {10.48550/ARXIV.2204.11766},
eprinttype = {arXiv},
eprint = {2204.11766},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12950,
author = {Saeejith Nair and
Saad Abbasi and
Alexander Wong and
Mohammad Javad Shafiee},
title = {MAPLE-Edge: {A} Runtime Latency Predictor for Edge Devices},
journal = {CoRR},
volume = {abs/2204.12950},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12950},
doi = {10.48550/ARXIV.2204.12950},
eprinttype = {arXiv},
eprint = {2204.12950},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12660,
author = {Saad Abbasi and
Alexander Wong and
Mohammad Javad Shafiee},
title = {{MAPLE-X:} Latency Prediction with Explicit Microprocessor Prior Knowledge},
journal = {CoRR},
volume = {abs/2205.12660},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12660},
doi = {10.48550/ARXIV.2205.12660},
eprinttype = {arXiv},
eprint = {2205.12660},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06980,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Saad Abbasi and
Saeejith Nair and
Mahmoud Famouri},
title = {Faster Attention Is What You Need: {A} Fast Self-Attention Neural
Network Backbone Architecture for the Edge via Double-Condensing Attention
Condensers},
journal = {CoRR},
volume = {abs/2208.06980},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06980},
doi = {10.48550/ARXIV.2208.06980},
eprinttype = {arXiv},
eprint = {2208.06980},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10632,
author = {Carol Xu and
Mahmoud Famouri and
Gautam Bathla and
Mohammad Javad Shafiee and
Alexander Wong},
title = {High-Throughput, High-Performance Deep Learning-Driven Light Guide
Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing
Environments},
journal = {CoRR},
volume = {abs/2212.10632},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10632},
doi = {10.48550/ARXIV.2212.10632},
eprinttype = {arXiv},
eprint = {2212.10632},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AbbasiFSW21,
author = {Saad Abbasi and
Mahmoud Famouri and
Mohammad Javad Shafiee and
Alexander Wong},
title = {OutlierNets: Highly Compact Deep Autoencoder Network Architectures
for On-Device Acoustic Anomaly Detection},
journal = {Sensors},
volume = {21},
number = {14},
pages = {4805},
year = {2021},
url = {https://doi.org/10.3390/s21144805},
doi = {10.3390/S21144805},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AbbasiFSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ShafieeJNFW21,
author = {Mohammad Javad Shafiee and
Ahmadreza Jeddi and
Amir Nazemi and
Paul W. Fieguth and
Alexander Wong},
title = {Deep Neural Network Perception Models and Robust Autonomous Driving
Systems: Practical Solutions for Mitigation and Improvement},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {1},
pages = {22--30},
year = {2021},
url = {https://doi.org/10.1109/MSP.2020.2982820},
doi = {10.1109/MSP.2020.2982820},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/ShafieeJNFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00528,
author = {Saad Abbasi and
Mahmoud Famouri and
Mohammad Javad Shafiee and
Alexander Wong},
title = {OutlierNets: Highly Compact Deep Autoencoder Network Architectures
for On-Device Acoustic Anomaly Detection},
journal = {CoRR},
volume = {abs/2104.00528},
year = {2021},
url = {https://arxiv.org/abs/2104.00528},
eprinttype = {arXiv},
eprint = {2104.00528},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00256,
author = {Hossein Aboutalebi and
Maya Pavlova and
Mohammad Javad Shafiee and
Ali Sabri and
Amer Alaref and
Alexander Wong},
title = {COVID-Net {CXR-S:} Deep Convolutional Neural Network for Severity
Assessment of {COVID-19} Cases from Chest X-ray Images},
journal = {CoRR},
volume = {abs/2105.00256},
year = {2021},
url = {https://arxiv.org/abs/2105.00256},
eprinttype = {arXiv},
eprint = {2105.00256},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01284,
author = {Hossein Aboutalebi and
Saad Abbasi and
Mohammad Javad Shafiee and
Alexander Wong},
title = {COVID-Net {CT-S:} 3D Convolutional Neural Network Architectures for
{COVID-19} Severity Assessment using Chest {CT} Images},
journal = {CoRR},
volume = {abs/2105.01284},
year = {2021},
url = {https://arxiv.org/abs/2105.01284},
eprinttype = {arXiv},
eprint = {2105.01284},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10212,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Residual Error: a New Performance Measure for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2106.10212},
year = {2021},
url = {https://arxiv.org/abs/2106.10212},
eprinttype = {arXiv},
eprint = {2106.10212},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04144,
author = {Saad Abbasi and
Mohammad Javad Shafiee and
Ellick Chan and
Alexander Wong},
title = {Does Form Follow Function? An Empirical Exploration of the Impact
of Deep Neural Network Architecture Design on Hardware-Specific Acceleration},
journal = {CoRR},
volume = {abs/2107.04144},
year = {2021},
url = {https://arxiv.org/abs/2107.04144},
eprinttype = {arXiv},
eprint = {2107.04144},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06063,
author = {Hossein Aboutalebi and
Maya Pavlova and
Hayden Gunraj and
Mohammad Javad Shafiee and
Ali Sabri and
Amer Alaref and
Alexander Wong},
title = {{MEDUSA:} Multi-scale Encoder-Decoder Self-Attention Deep Neural Network
Architecture for Medical Image Analysis},
journal = {CoRR},
volume = {abs/2110.06063},
year = {2021},
url = {https://arxiv.org/abs/2110.06063},
eprinttype = {arXiv},
eprint = {2110.06063},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14319,
author = {Mohammad Javad Shafiee and
Mahmoud Famouri and
Gautam Bathla and
Francis Li and
Alexander Wong},
title = {TinyDefectNet: Highly Compact Deep Neural Network Architecture for
High-Throughput Manufacturing Visual Quality Inspection},
journal = {CoRR},
volume = {abs/2111.14319},
year = {2021},
url = {https://arxiv.org/abs/2111.14319},
eprinttype = {arXiv},
eprint = {2111.14319},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15106,
author = {Saad Abbasi and
Alexander Wong and
Mohammad Javad Shafiee},
title = {{MAPLE:} Microprocessor {A} Priori for Latency Estimation},
journal = {CoRR},
volume = {abs/2111.15106},
year = {2021},
url = {https://arxiv.org/abs/2111.15106},
eprinttype = {arXiv},
eprint = {2111.15106},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-15106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/NazemiASW20,
author = {Amir Nazemi and
Zohreh Azimifar and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature
Learning},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {21},
number = {7},
pages = {3080--3090},
year = {2020},
url = {https://doi.org/10.1109/TITS.2019.2924830},
doi = {10.1109/TITS.2019.2924830},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/NazemiASW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JeddiSKSW20,
author = {Ahmadreza Jeddi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve
Adversarial Robustness},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1238--1247},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Jeddi\_Learn2Perturb\_An\_End-to-End\_Feature\_Perturbation\_Learning\_to\_Improve\_Adversarial\_Robustness\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00132},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/JeddiSKSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01090,
author = {Ahmadreza Jeddi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve
Adversarial Robustness},
journal = {CoRR},
volume = {abs/2003.01090},
year = {2020},
url = {https://arxiv.org/abs/2003.01090},
eprinttype = {arXiv},
eprint = {2003.01090},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08756,
author = {Mohammad Javad Shafiee and
Ahmadreza Jeddi and
Amir Nazemi and
Paul W. Fieguth and
Alexander Wong},
title = {Deep Neural Network Perception Models and Robust Autonomous Driving
Systems},
journal = {CoRR},
volume = {abs/2003.08756},
year = {2020},
url = {https://arxiv.org/abs/2003.08756},
eprinttype = {arXiv},
eprint = {2003.08756},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00138,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Vulnerability Under Adversarial Machine Learning: Bias or Variance?},
journal = {CoRR},
volume = {abs/2008.00138},
year = {2020},
url = {https://arxiv.org/abs/2008.00138},
eprinttype = {arXiv},
eprint = {2008.00138},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14385,
author = {Alexander Wong and
Mahmoud Famouri and
Mohammad Javad Shafiee},
title = {AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge
via Visual Attention Condensers},
journal = {CoRR},
volume = {abs/2009.14385},
year = {2020},
url = {https://arxiv.org/abs/2009.14385},
eprinttype = {arXiv},
eprint = {2009.14385},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09364,
author = {Hossein Aboutalebi and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Self-Gradient Networks},
journal = {CoRR},
volume = {abs/2011.09364},
year = {2020},
url = {https://arxiv.org/abs/2011.09364},
eprinttype = {arXiv},
eprint = {2011.09364},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13628,
author = {Ahmadreza Jeddi and
Mohammad Javad Shafiee and
Alexander Wong},
title = {A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning
Via Adversarial Fine-tuning},
journal = {CoRR},
volume = {abs/2012.13628},
year = {2020},
url = {https://arxiv.org/abs/2012.13628},
eprinttype = {arXiv},
eprint = {2012.13628},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShafieeCLCKSW19,
author = {Mohammad Javad Shafiee and
Brendan Chwyl and
Francis Li and
Rongyan Chen and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {StressedNets: Efficient feature representations via stress-induced
evolutionary synthesis of deep neural networks},
journal = {Neurocomputing},
volume = {352},
pages = {93--105},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.03.028},
doi = {10.1016/J.NEUCOM.2019.03.028},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShafieeCLCKSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DayaSKSW19,
author = {Ibrahim Ben Daya and
Mohammad Javad Shafiee and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {{SANE:} Exploring Adversarial Robustness With Stochastically Activated
Network Ensembles},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {95--98},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Uncertainty\_and\_Robustness\_in\_Deep\_Visual\_Learning/Daya\_SANE\_Exploring\_Adversarial\_Robustness\_With\_Stochastically\_Activated\_Network\_Ensembles\_CVPRW\_2019\_paper.html},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DayaSKSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DayaSK19,
author = {Ibrahim Ben Daya and
Mohammad Javad Shafiee and
Michelle Karg},
title = {{SANE:} Towards Improved Prediction Robustness via Stochastically
Activated Network Ensembles},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {103--111},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Deep\_Vision\_Workshop/Daya\_SANE\_Towards\_Improved\_Prediction\_Robustness\_via\_Stochastically\_Activated\_Network\_Ensembles\_CVPRW\_2019\_paper.html},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DayaSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShafieeSW19,
author = {Mohammad Saeed Shafiee and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Dynamic Representations Toward Efficient Inference on Deep Neural
Networks by Decision Gates},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {667--675},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/CEFRL/Shafiee\_Dynamic\_Representations\_Toward\_Efficient\_Inference\_on\_Deep\_Neural\_Networks\_by\_CVPRW\_2019\_paper.html},
doi = {10.1109/CVPRW.2019.00093},
timestamp = {Mon, 20 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ShafieeSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/BoroomandTSBW19,
author = {Ameneh Boroomand and
Bingyao Tan and
Mohammad Javad Shafiee and
Kostadinka K. Bizheva and
Alexander Wong},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Alfred C. H. Yu},
title = {A Random Field Computational Adaptive Optics Framework for Optical
Coherence Microscopy},
booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR}
2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11663},
pages = {283--294},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27272-2\_24},
doi = {10.1007/978-3-030-27272-2\_24},
timestamp = {Mon, 12 Aug 2019 13:10:04 +0200},
biburl = {https://dblp.org/rec/conf/iciar/BoroomandTSBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WongFSLCC19,
author = {Alexander Wong and
Mahmoud Famouri and
Mohammad Javad Shafiee and
Francis Li and
Brendan Chwyl and
Jonathan Chung},
title = {{YOLO} Nano: a Highly Compact You Only Look Once Convolutional Neural
Network for Object Detection},
booktitle = {Fifth Workshop on Energy Efficient Machine Learning and Cognitive
Computing - NeurIPS Edition, EMC2@NeurIPS 2019, Vancouver, Canada,
December 13, 2019},
pages = {22--25},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMC2-NIPS53020.2019.00013},
doi = {10.1109/EMC2-NIPS53020.2019.00013},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WongFSLCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05587,
author = {Mohammad Javad Shafiee and
Mirko Nentwig and
Yohannes Kassahun and
Francis Li and
Stanislav Bochkarev and
Akif Kamal and
David Dolson and
Secil Altintas and
Arif Virani and
Alexander Wong},
title = {Human-Machine Collaborative Design for Accelerated Design of Compact
Deep Neural Networks for Autonomous Driving},
journal = {CoRR},
volume = {abs/1909.05587},
year = {2019},
url = {http://arxiv.org/abs/1909.05587},
eprinttype = {arXiv},
eprint = {1909.05587},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01271,
author = {Alexander Wong and
Mahmoud Famouri and
Mohammad Javad Shafiee and
Francis Li and
Brendan Chwyl and
Jonathan Chung},
title = {{YOLO} Nano: a Highly Compact You Only Look Once Convolutional Neural
Network for Object Detection},
journal = {CoRR},
volume = {abs/1910.01271},
year = {2019},
url = {http://arxiv.org/abs/1910.01271},
eprinttype = {arXiv},
eprint = {1910.01271},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06466,
author = {Mohammad Javad Shafiee and
Andrew Hryniowski and
Francis Li and
Zhong Qiu Lin and
Alexander Wong},
title = {State of Compact Architecture Search For Deep Neural Networks},
journal = {CoRR},
volume = {abs/1910.06466},
year = {2019},
url = {http://arxiv.org/abs/1910.06466},
eprinttype = {arXiv},
eprint = {1910.06466},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07387,
author = {Zhong Qiu Lin and
Mohammad Javad Shafiee and
Stanislav Bochkarev and
Michael St. Jules and
Xiaoyu Wang and
Alexander Wong},
title = {Do Explanations Reflect Decisions? {A} Machine-centric Strategy to
Quantify the Performance of Explainability Algorithms},
journal = {CoRR},
volume = {abs/1910.07387},
year = {2019},
url = {http://arxiv.org/abs/1910.07387},
eprinttype = {arXiv},
eprint = {1910.07387},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WongSJ18,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Michael St. Jules},
title = {MicronNet: {A} Highly Compact Deep Convolutional Neural Network Architecture
for Real-Time Embedded Traffic Sign Classification},
journal = {{IEEE} Access},
volume = {6},
pages = {59803--59810},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2873948},
doi = {10.1109/ACCESS.2018.2873948},
timestamp = {Sat, 01 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WongSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/KhalvatiZCSWH18,
author = {Farzad Khalvati and
Junjie Zhang and
Audrey G. Chung and
Mohammad Javad Shafiee and
Alexander Wong and
Masoom A. Haider},
title = {MPCaD: a multi-scale radiomics-driven framework for automated prostate
cancer localization and detection},
journal = {{BMC} Medical Imaging},
volume = {18},
number = {1},
pages = {16:1--16:14},
year = {2018},
url = {https://doi.org/10.1186/s12880-018-0258-4},
doi = {10.1186/S12880-018-0258-4},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcmi/KhalvatiZCSWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ShafieeMW18,
author = {Mohammad Javad Shafiee and
Akshaya Kumar Mishra and
Alexander Wong},
title = {Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks},
journal = {Neural Process. Lett.},
volume = {48},
number = {1},
pages = {603--613},
year = {2018},
url = {https://doi.org/10.1007/s11063-017-9733-0},
doi = {10.1007/S11063-017-9733-0},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ShafieeMW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/ShafieeSFW18,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Paul W. Fieguth and
Alexander Wong},
title = {Real-Time Embedded Motion Detection via Neural Response Mixture Modeling},
journal = {J. Signal Process. Syst.},
volume = {90},
number = {6},
pages = {931--946},
year = {2018},
url = {https://doi.org/10.1007/s11265-017-1265-3},
doi = {10.1007/S11265-017-1265-3},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/ShafieeSFW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/WongSLC18,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Francis Li and
Brendan Chwyl},
title = {Tiny {SSD:} {A} Tiny Single-Shot Detection Deep Convolutional Neural
Network for Real-Time Embedded Object Detection},
booktitle = {15th Conference on Computer and Robot Vision, {CRV} 2018, Toronto,
ON, Canada, May 8-10, 2018},
pages = {95--101},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CRV.2018.00023},
doi = {10.1109/CRV.2018.00023},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/WongSLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05387,
author = {Mohammad Javad Shafiee and
Brendan Chwyl and
Francis Li and
Rongyan Chen and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {StressedNets: Efficient Feature Representations via Stress-induced
Evolutionary Synthesis of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1801.05387},
year = {2018},
url = {http://arxiv.org/abs/1801.05387},
eprinttype = {arXiv},
eprint = {1801.05387},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06488,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Francis Li and
Brendan Chwyl},
title = {Tiny {SSD:} {A} Tiny Single-shot Detection Deep Convolutional Neural
Network for Real-time Embedded Object Detection},
journal = {CoRR},
volume = {abs/1802.06488},
year = {2018},
url = {http://arxiv.org/abs/1802.06488},
eprinttype = {arXiv},
eprint = {1802.06488},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00497,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Michael St. Jules},
title = {muNet: {A} Highly Compact Deep Convolutional Neural Network Architecture
for Real-time Embedded Traffic Sign Classification},
journal = {CoRR},
volume = {abs/1804.00497},
year = {2018},
url = {http://arxiv.org/abs/1804.00497},
eprinttype = {arXiv},
eprint = {1804.00497},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03028,
author = {Amir Nazemi and
Mohammad Javad Shafiee and
Zohreh Azimifar and
Alexander Wong},
title = {Unsupervised Feature Learning Toward a Real-time Vehicle Make and
Model Recognition},
journal = {CoRR},
volume = {abs/1806.03028},
year = {2018},
url = {http://arxiv.org/abs/1806.03028},
eprinttype = {arXiv},
eprint = {1806.03028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05989,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Brendan Chwyl and
Francis Li},
title = {FermiNets: Learning generative machines to generate efficient neural
networks via generative synthesis},
journal = {CoRR},
volume = {abs/1809.05989},
year = {2018},
url = {http://arxiv.org/abs/1809.05989},
eprinttype = {arXiv},
eprint = {1809.05989},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01476,
author = {Mohammad Saeed Shafiee and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Efficient Inference on Deep Neural Networks by Dynamic Representations
and Decision Gates},
journal = {CoRR},
volume = {abs/1811.01476},
year = {2018},
url = {http://arxiv.org/abs/1811.01476},
eprinttype = {arXiv},
eprint = {1811.01476},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Shafiee17,
author = {Mohammad Javad Shafiee},
title = {Randomly-connected Non-Local Conditional Random Fields},
school = {University of Waterloo, Ontario, Canada},
year = {2017},
url = {https://hdl.handle.net/10012/11319},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Shafiee17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShafieeWF17,
author = {Mohammad Javad Shafiee and
Alexander Wong and
Paul W. Fieguth},
title = {Deep Randomly-Connected Conditional Random Fields For Image Segmentation},
journal = {{IEEE} Access},
volume = {5},
pages = {366--378},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2016.2603976},
doi = {10.1109/ACCESS.2016.2603976},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ShafieeWF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ChwylCSFW17,
author = {Brendan Chwyl and
Audrey G. Chung and
Mohammad Javad Shafiee and
Yongji Fu and
Alexander Wong},
title = {DeepPredict: {A} deep predictive intelligence platform for patient
monitoring},
booktitle = {2017 39th Annual International Conference of the {IEEE} Engineering
in Medicine and Biology Society (EMBC), Jeju Island, South Korea,
July 11-15, 2017},
pages = {4309--4312},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EMBC.2017.8037809},
doi = {10.1109/EMBC.2017.8037809},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/ChwylCSFW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ShafieeBLCKSW17,
author = {M. J. Shafiee and
Elnaz Barshan and
Francis Li and
Brendan Chwyl and
Michelle Karg and
Christian Scharfenberger and
Alexander Wong},
title = {Learning Efficient Deep Feature Representations via Transgenerational
Genetic Transmission of Environmental Information During Evolutionary
Synthesis of Deep Neural Networks},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {979--986},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.120},
doi = {10.1109/ICCVW.2017.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ShafieeBLCKSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ChungSFW17,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Paul W. Fieguth and
Alexander Wong},
title = {The Mating Rituals of Deep Neural Networks: Learning Compact Feature
Representations Through Sexual Evolutionary Synthesis},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {1220--1227},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.147},
doi = {10.1109/ICCVW.2017.147},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ChungSFW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/KarimiCSKHGW17,
author = {Amir{-}Hossein Karimi and
Audrey G. Chung and
Mohammad Javad Shafiee and
Farzad Khalvati and
Masoom A. Haider and
Ali Ghodsi and
Alexander Wong},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Farida Cheriet},
title = {Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric
{MRI} Prostate Cancer Classification},
booktitle = {Image Analysis and Recognition - 14th International Conference, {ICIAR}
2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10317},
pages = {45--53},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59876-5\_6},
doi = {10.1007/978-3-319-59876-5\_6},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/iciar/KarimiCSKHGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/KumarCSKHW17,
author = {Devinder Kumar and
Audrey G. Chung and
Mohammad Javad Shafiee and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Farida Cheriet},
title = {Discovery Radiomics for Pathologically-Proven Computed Tomography
Lung Cancer Prediction},
booktitle = {Image Analysis and Recognition - 14th International Conference, {ICIAR}
2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10317},
pages = {54--62},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59876-5\_7},
doi = {10.1007/978-3-319-59876-5\_7},
timestamp = {Fri, 24 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciar/KumarCSKHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/DayaCSWY17,
author = {Ibrahim Ben Daya and
Albert I. H. Chen and
Mohammad Javad Shafiee and
Alexander Wong and
John T. W. Yeow},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Farida Cheriet},
title = {Compensated Row-Column Ultrasound Imaging System Using Three Dimensional
Random Fields},
booktitle = {Image Analysis and Recognition - 14th International Conference, {ICIAR}
2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10317},
pages = {107--116},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59876-5\_13},
doi = {10.1007/978-3-319-59876-5\_13},
timestamp = {Mon, 19 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciar/DayaCSWY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeBW17,
author = {Mohammad Javad Shafiee and
Elnaz Barshan and
Alexander Wong},
title = {Evolution in Groups: {A} deeper look at synaptic cluster driven evolution
of deep neural networks},
journal = {CoRR},
volume = {abs/1704.02081},
year = {2017},
url = {http://arxiv.org/abs/1704.02081},
eprinttype = {arXiv},
eprint = {1704.02081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeCKHW17,
author = {Mohammad Javad Shafiee and
Audrey G. Chung and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery
for Pathologically-Proven Lung Cancer Detection},
journal = {CoRR},
volume = {abs/1705.03572},
year = {2017},
url = {http://arxiv.org/abs/1705.03572},
eprinttype = {arXiv},
eprint = {1705.03572},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeCKHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarimiSGW17,
author = {Amir{-}Hossein Karimi and
M. J. Shafiee and
Ali Ghodsi and
Alexander Wong},
title = {Synthesizing Deep Neural Network Architectures using Biological Synaptic
Strength Distributions},
journal = {CoRR},
volume = {abs/1707.00081},
year = {2017},
url = {http://arxiv.org/abs/1707.00081},
eprinttype = {arXiv},
eprint = {1707.00081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KarimiSGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeLW17,
author = {Mohammad Javad Shafiee and
Francis Li and
Alexander Wong},
title = {Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary
Synthesis of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1707.00095},
year = {2017},
url = {http://arxiv.org/abs/1707.00095},
eprinttype = {arXiv},
eprint = {1707.00095},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02043,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Paul W. Fieguth and
Alexander Wong},
title = {The Mating Rituals of Deep Neural Networks: Learning Compact Feature
Representations through Sexual Evolutionary Synthesis},
journal = {CoRR},
volume = {abs/1709.02043},
year = {2017},
url = {http://arxiv.org/abs/1709.02043},
eprinttype = {arXiv},
eprint = {1709.02043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05943,
author = {Mohammad Javad Shafiee and
Brendan Chywl and
Francis Li and
Alexander Wong},
title = {Fast {YOLO:} {A} Fast You Only Look Once System for Real-time Embedded
Object Detection in Video},
journal = {CoRR},
volume = {abs/1709.05943},
year = {2017},
url = {http://arxiv.org/abs/1709.05943},
eprinttype = {arXiv},
eprint = {1709.05943},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08248,
author = {Mohammad Javad Shafiee and
Alexander Wong},
title = {Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for
Skin Cancer Detection},
journal = {CoRR},
volume = {abs/1709.08248},
year = {2017},
url = {http://arxiv.org/abs/1709.08248},
eprinttype = {arXiv},
eprint = {1709.08248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07459,
author = {Mohammad Javad Shafiee and
Francis Li and
Brendan Chwyl and
Alexander Wong},
title = {SquishedNets: Squishing SqueezeNet further for edge device scenarios
via deep evolutionary synthesis},
journal = {CoRR},
volume = {abs/1711.07459},
year = {2017},
url = {http://arxiv.org/abs/1711.07459},
eprinttype = {arXiv},
eprint = {1711.07459},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShafieeSW16,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Alexander Wong},
title = {StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity},
journal = {{IEEE} Access},
volume = {4},
pages = {1915--1924},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2551458},
doi = {10.1109/ACCESS.2016.2551458},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ShafieeSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiSKW16,
author = {Edward Li and
Mohammad Javad Shafiee and
Farnoud Kazemzadeh and
Alexander Wong},
title = {Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using
an Inter-Spectral Multi-Layered Conditional Random Field Model},
journal = {{IEEE} Access},
volume = {4},
pages = {5540--5554},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2598320},
doi = {10.1109/ACCESS.2016.2598320},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiSKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/LiKSHW16,
author = {Edward Li and
Farzad Khalvati and
Mohammad Javad Shafiee and
Masoom A. Haider and
Alexander Wong},
title = {Sparse reconstruction of compressive sensing {MRI} using cross-domain
stochastically fully connected conditional random fields},
journal = {{BMC} Medical Imaging},
volume = {16},
pages = {51},
year = {2016},
url = {https://doi.org/10.1186/s12880-016-0156-6},
doi = {10.1186/S12880-016-0156-6},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcmi/LiKSHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ShafieeSSFW16,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Christian Scharfenberger and
Paul W. Fieguth and
Alexander Wong},
title = {NeRD: {A} Neural Response Divergence Approach to Visual Saliency Detection},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {10},
pages = {1404--1408},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2600592},
doi = {10.1109/LSP.2016.2600592},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ShafieeSSFW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/XuSWC16,
author = {Linlin Xu and
Mohammad Javad Shafiee and
Alexander Wong and
David A. Clausi},
title = {Fully Connected Continuous Conditional Random Field With Stochastic
Cliques for Dark-Spot Detection In {SAR} Imagery},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {9},
number = {7},
pages = {2882--2890},
year = {2016},
url = {https://doi.org/10.1109/JSTARS.2016.2531985},
doi = {10.1109/JSTARS.2016.2531985},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/XuSWC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BoroomandSKHW16,
author = {Ameneh Boroomand and
Mohammad Javad Shafiee and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic
Resonance Imaging via a Stochastically Fully-Connected Joint Conditional
Random Field Model},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {12},
pages = {2587--2597},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2587836},
doi = {10.1109/TMI.2016.2587836},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BoroomandSKHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/ChungSW16,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Image Restoration via Deep-Structured Stochastically Fully-Connected
Conditional Random Fields (DSFCRFs) for Very Low-Light Conditions},
booktitle = {13th Conference on Computer and Robot Vision, {CRV} 2016, Victoria,
BC, Canada, June 1-3, 2016},
pages = {194--200},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CRV.2016.29},
doi = {10.1109/CRV.2016.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/ChungSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShafieeSFW16,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Paul W. Fieguth and
Alexander Wong},
title = {Embedded Motion Detection via Neural Response Mixture Background Modeling},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {837--844},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.109},
doi = {10.1109/CVPRW.2016.109},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ShafieeSFW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SivaSJW16,
author = {Parthipan Siva and
Mohammad Javad Shafiee and
Michael Jamieson and
Alexander Wong},
title = {Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized
Histogram of Moving Gradients (HoMG)},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {885--892},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.115},
doi = {10.1109/CVPRW.2016.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SivaSJW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShafieeSFW16a,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Paul W. Fieguth and
Alexander Wong},
title = {Efficient Deep Feature Learning and Extraction via StochasticNets},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {1101--1109},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.141},
doi = {10.1109/CVPRW.2016.141},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ShafieeSFW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/BoroomandLSHKW16,
author = {Ameneh Boroomand and
Edward Li and
Mohammad Javad Shafiee and
Masoom A. Haider and
Farzad Khalvati and
Alexander Wong},
title = {A unified Bayesian-based compensated magnetic resonance imaging},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {1192--1195},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7590918},
doi = {10.1109/EMBC.2016.7590918},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/BoroomandLSHKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ChungSW16,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Random feature maps via a Layered Random Projection {(LARP)} framework
for object classification},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {246--250},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532356},
doi = {10.1109/ICIP.2016.7532356},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ChungSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KarimiSSBHTCW16,
author = {Amir{-}Hossein Karimi and
Mohammad Javad Shafiee and
Christian Scharfenberger and
I. BenDaya and
Shahid A. Haider and
N. Talukdar and
David A. Clausi and
Alexander Wong},
title = {Spatio-temporal saliency detection using abstracted fully-connected
graphical models},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {694--698},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532446},
doi = {10.1109/ICIP.2016.7532446},
timestamp = {Mon, 19 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/KarimiSSBHTCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SivaSJW16,
author = {Parthipan Siva and
Mohammad Javad Shafiee and
Mike Jamieson and
Alexander Wong},
title = {Scene Invariant Crowd Segmentation and Counting Using Scale-Normalized
Histogram of Moving Gradients (HoMG)},
journal = {CoRR},
volume = {abs/1602.00386},
year = {2016},
url = {http://arxiv.org/abs/1602.00386},
eprinttype = {arXiv},
eprint = {1602.00386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SivaSJW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeSSFW16,
author = {M. J. Shafiee and
Parthipan Siva and
Christian Scharfenberger and
Paul W. Fieguth and
Alexander Wong},
title = {NeRD: a Neural Response Divergence Approach to Visual Salience Detection},
journal = {CoRR},
volume = {abs/1602.01728},
year = {2016},
url = {http://arxiv.org/abs/1602.01728},
eprinttype = {arXiv},
eprint = {1602.01728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeSSFW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungSW16,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Alexander Wong},
title = {Random Feature Maps via a Layered Random Projection (LaRP) Framework
for Object Classification},
journal = {CoRR},
volume = {abs/1602.01818},
year = {2016},
url = {http://arxiv.org/abs/1602.01818},
eprinttype = {arXiv},
eprint = {1602.01818},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChungSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeMW16,
author = {Mohammad Javad Shafiee and
Akshaya Kumar Mishra and
Alexander Wong},
title = {EvoNet: Evolutionary Synthesis of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1606.04393},
year = {2016},
url = {http://arxiv.org/abs/1606.04393},
eprinttype = {arXiv},
eprint = {1606.04393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeMW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeW16,
author = {Mohammad Javad Shafiee and
Alexander Wong},
title = {Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven
Genetic Encoding},
journal = {CoRR},
volume = {abs/1609.01360},
year = {2016},
url = {http://arxiv.org/abs/1609.01360},
eprinttype = {arXiv},
eprint = {1609.01360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WongSSW15,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Parthipan Siva and
Xiaoyu Wang},
title = {A Deep-Structured Fully Connected Random Field Model for Structured
Inference},
journal = {{IEEE} Access},
volume = {3},
pages = {469--477},
year = {2015},
url = {https://doi.org/10.1109/ACCESS.2015.2425304},
doi = {10.1109/ACCESS.2015.2425304},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WongSSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChungKSHW15,
author = {Audrey G. Chung and
Farzad Khalvati and
Mohammad Javad Shafiee and
Masoom A. Haider and
Alexander Wong},
title = {Prostate Cancer Detection via a Quantitative Radiomics-Driven Conditional
Random Field Framework},
journal = {{IEEE} Access},
volume = {3},
pages = {2531--2541},
year = {2015},
url = {https://doi.org/10.1109/ACCESS.2015.2502220},
doi = {10.1109/ACCESS.2015.2502220},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ChungKSHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AhmadiASFS15,
author = {Ehsan Ahmadi and
Zohreh Azimifar and
Maryam Shams and
Mahmoud Famouri and
Mohammad Javad Shafiee},
title = {Document image binarization using a discriminative structural classifier},
journal = {Pattern Recognit. Lett.},
volume = {63},
pages = {36--42},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.06.008},
doi = {10.1016/J.PATREC.2015.06.008},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/AhmadiASFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ShafieeHWLCMFH15,
author = {Mohammad Javad Shafiee and
Shahid A. Haider and
Alexander Wong and
Dorothy Lui and
Andrew Cameron and
Ameen Modhafar and
Paul W. Fieguth and
Masoom A. Haider},
title = {Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction
via Hidden Conditional Random Fields},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {5},
pages = {1111--1124},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2376781},
doi = {10.1109/TMI.2014.2376781},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ShafieeHWLCMFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/LiLSWZ15,
author = {Francis Li and
Edward Li and
Mohammad Javad Shafiee and
Alexander Wong and
John S. Zelek},
title = {Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer
Conditional Random Field Model},
booktitle = {12th Conference on Computer and Robot Vision, {CRV} 2015, Halifax,
NS, Canada, June 3-5, 2015},
pages = {86--93},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CRV.2015.20},
doi = {10.1109/CRV.2015.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/LiLSWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XuSWLWC15,
author = {Linlin Xu and
Mohammad Javad Shafiee and
Alexander Wong and
Fan Li and
Lei Wang and
David A. Clausi},
title = {Oil spill candidate detection from {SAR} imagery using a thresholding-guided
stochastic fully-connected conditional random field model},
booktitle = {2015 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2015, Boston, MA, USA, June 7-12, 2015},
pages = {79--86},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPRW.2015.7301386},
doi = {10.1109/CVPRW.2015.7301386},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XuSWLWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SivaSLW15,
author = {Parthipan Siva and
Mohammad Javad Shafiee and
Francis Li and
Alexander Wong},
title = {{PIRM:} Fast background subtraction under sudden, local illumination
changes via probabilistic illumination range modelling},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {789--792},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7350907},
doi = {10.1109/ICIP.2015.7350907},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/SivaSLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiSCCKWZ15,
author = {F. Y. Li and
Mohammad Javad Shafiee and
Audrey G. Chung and
Brendan Chwyl and
Farnoud Kazemzadeh and
Alexander Wong and
John S. Zelek},
title = {High dynamic range map estimation via fully connected random fields
with stochastic cliques},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {2159--2163},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7351183},
doi = {10.1109/ICIP.2015.7351183},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/LiSCCKWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShafieeCWF15,
author = {Mohammad Javad Shafiee and
Audrey G. Chung and
Alexander Wong and
Paul W. Fieguth},
title = {Improved fine structure modeling via guided stochastic clique formation
in fully connected conditional random fields},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {3260--3264},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7351406},
doi = {10.1109/ICIP.2015.7351406},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/ShafieeCWF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HaiderSCKOWH15,
author = {Shahid A. Haider and
Mohammad Javad Shafiee and
Audrey G. Chung and
Farzad Khalvati and
Anastasia Oikonomou and
Alexander Wong and
Masoom A. Haider},
title = {Single-click, semi-automatic lung nodule contouring using hierarchical
conditional random fields},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1139--1142},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164073},
doi = {10.1109/ISBI.2015.7164073},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/HaiderSCKOWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeAW15,
author = {Mohammad Javad Shafiee and
Zohreh Azimifar and
Alexander Wong},
title = {A Deep-structured Conditional Random Field Model for Object Silhouette
Tracking},
journal = {CoRR},
volume = {abs/1501.00752},
year = {2015},
url = {http://arxiv.org/abs/1501.00752},
eprinttype = {arXiv},
eprint = {1501.00752},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeAW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeWF15,
author = {Mohammad Javad Shafiee and
Alexander Wong and
Paul W. Fieguth},
title = {Forming {A} Random Field via Stochastic Cliques: From Random Graphs
to Fully Connected Random Fields},
journal = {CoRR},
volume = {abs/1506.09110},
year = {2015},
url = {http://arxiv.org/abs/1506.09110},
eprinttype = {arXiv},
eprint = {1506.09110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeWF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeSW15,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Alexander Wong},
title = {StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity},
journal = {CoRR},
volume = {abs/1508.05463},
year = {2015},
url = {http://arxiv.org/abs/1508.05463},
eprinttype = {arXiv},
eprint = {1508.05463},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungSKKHW15,
author = {Audrey G. Chung and
Mohammad Javad Shafiee and
Devinder Kumar and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Discovery Radiomics for Multi-Parametric {MRI} Prostate Cancer Detection},
journal = {CoRR},
volume = {abs/1509.00111},
year = {2015},
url = {http://arxiv.org/abs/1509.00111},
eprinttype = {arXiv},
eprint = {1509.00111},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChungSKKHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarSCKHW15,
author = {Devinder Kumar and
Mohammad Javad Shafiee and
Audrey G. Chung and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Discovery Radiomics for Computed Tomography Cancer Detection},
journal = {CoRR},
volume = {abs/1509.00117},
year = {2015},
url = {http://arxiv.org/abs/1509.00117},
eprinttype = {arXiv},
eprint = {1509.00117},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarSCKHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeCKKHW15,
author = {Mohammad Javad Shafiee and
Audrey G. Chung and
Devinder Kumar and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Discovery Radiomics via StochasticNet Sequencers for Cancer Detection},
journal = {CoRR},
volume = {abs/1511.03361},
year = {2015},
url = {http://arxiv.org/abs/1511.03361},
eprinttype = {arXiv},
eprint = {1511.03361},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeCKKHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeSFW15,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Paul W. Fieguth and
Alexander Wong},
title = {Efficient Deep Feature Learning and Extraction via StochasticNets},
journal = {CoRR},
volume = {abs/1512.03844},
year = {2015},
url = {http://arxiv.org/abs/1512.03844},
eprinttype = {arXiv},
eprint = {1512.03844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeSFW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoroomandSKHW15,
author = {Ameneh Boroomand and
Mohammad Javad Shafiee and
Farzad Khalvati and
Masoom A. Haider and
Alexander Wong},
title = {Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic
Resonance Imaging via a Stochastically Fully-Connected Joint Conditional
Random Field Model},
journal = {CoRR},
volume = {abs/1512.04636},
year = {2015},
url = {http://arxiv.org/abs/1512.04636},
eprinttype = {arXiv},
eprint = {1512.04636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoroomandSKHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShafieeSFW15a,
author = {Mohammad Javad Shafiee and
Parthipan Siva and
Paul W. Fieguth and
Alexander Wong},
title = {Domain Adaptation and Transfer Learning in StochasticNets},
journal = {CoRR},
volume = {abs/1512.05844},
year = {2015},
url = {http://arxiv.org/abs/1512.05844},
eprinttype = {arXiv},
eprint = {1512.05844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShafieeSFW15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiKSHW15,
author = {Edward Li and
Farzad Khalvati and
Mohammad Javad Shafiee and
Masoom A. Haider and
Alexander Wong},
title = {Sparse Reconstruction of Compressive Sensing {MRI} using Cross-Domain
Stochastically Fully Connected Conditional Random Fields},
journal = {CoRR},
volume = {abs/1512.07947},
year = {2015},
url = {http://arxiv.org/abs/1512.07947},
eprinttype = {arXiv},
eprint = {1512.07947},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiKSHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/CameronMKLSWH14,
author = {Andrew Cameron and
Amen Modhafar and
Farzad Khalvati and
Dorothy Lui and
Mohammad Javad Shafiee and
Alexander Wong and
Masoom A. Haider},
title = {Multiparametric {MRI} prostate cancer analysis via a hybrid morphological-textural
model},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {3357--3360},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6944342},
doi = {10.1109/EMBC.2014.6944342},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/CameronMKLSWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShafieeWSF14,
author = {M. J. Shafiee and
Alexander Wong and
Parthipan Siva and
Paul W. Fieguth},
title = {Efficient Bayesian inference using fully connected conditional random
fields with stochastic cliques},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {4289--4293},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025871},
doi = {10.1109/ICIP.2014.7025871},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ShafieeWSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WongSSW14,
author = {Alexander Wong and
Mohammad Javad Shafiee and
Parthipan Siva and
Xiaoyu Wang},
title = {A deep-structured fully-connected random field model for structured
inference},
journal = {CoRR},
volume = {abs/1412.6586},
year = {2014},
url = {http://arxiv.org/abs/1412.6586},
eprinttype = {arXiv},
eprint = {1412.6586},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WongSSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/ShafieeAWF11,
author = {M. J. Shafiee and
Zohreh Azimifar and
Alexander Wong and
Paul W. Fieguth},
title = {A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal
Conditional Random Fields},
booktitle = {2011 {IEEE} International Symposium on Multimedia, {ISM} 2011, Dana
Point, CA, USA, December 5-7, 2011},
pages = {228--232},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ISM.2011.44},
doi = {10.1109/ISM.2011.44},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ism/ShafieeAWF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShafieeAF10,
author = {M. J. Shafiee and
Zohreh Azimifar and
Paul W. Fieguth},
title = {Model-based tracking: Temporal conditional random fields},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {4645--4648},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5653823},
doi = {10.1109/ICIP.2010.5653823},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ShafieeAF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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