Mohammad Shafiee

Assistant Professor

Contact InformationMohammad Shafiee

Website

Research Interests

  • Artificial Intelligence
  • Machine Learning
  • Computer Vision

Education

  • 2017, Doctorate, Systems Design Engineering, University of Waterloo
  • 2011, Master of Science, Computer Science- Artificial Intelligence, Shiraz University
  • 2008, Bachelor of Science (BSc), Computer Science and Engineering, Shiraz University

Selected/Recent Publications

  • Shafiee, Mohammad Javad and Chwyl, Brendan and Li, Francis and Chen, Rongyan and Karg, Michelle and Scharfenberger, Christian and Wong, Alexander, StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks, arXiv preprint arXiv:1801.05387, 2018
  • Shafiee, Mohammad Javad and Li, Francis and Chwyl, Brendan and Wong, Alexander, SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis, arXiv preprint arXiv:1711.07459, 2017
  • Chung, Audrey G and Shafiee, Mohammad Javad and Fieguth, Paul and Wong, Alexander, The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis, arXiv preprint arXiv:1709.02043, 2017
  • Shafiee, Mohammad Javad and Wong, Alexander and Fieguth, Paul, Deep randomly-connected conditional random fields for image segmentation, IEEE Access, 5, 2017, 366 - 378
  • Kasiri, Keyvan and Shafiee, Mohammad Javad and Li, Francis and Wong, Alexander and Eichel, Justin, Efficient Deep Network Architecture for Vision-Based Vehicle Detection Keyvan Kasiri, Journal of Computational Vision and Imaging Systems, 3(1), 2017
  • Shafiee, Mohammad Javad and Li, Francis and Wong, Alexander, Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks, arXiv preprint arXiv:1707.00095, 2017
  • Karimi, Amir Hossein and Shafiee, Mohammad Javad and Ghodsi, Ali and Wong, Alexander, Ensembles of Random Projections for Nonlinear Dimensionality Reduction, Journal of Computational Vision and Imaging Systems, 3(1), 2017
  • Daya, Ibrahim Ben and Chen, Albert IH and Shafiee, Mohammad Javad and Wong, Alexander and Yeow, John TW, Compensated Row-Column Ultrasound Imaging System Using Multilayered Edge Guided Stochastically Fully Connected Random Fields, Scientific Reports, 7(1), 2017
  • Shafiee, Mohammad Javad and Chywl, Brendan and Li, Francis and Wong, Alexander, Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video, arXiv preprint arXiv:1709.05943, 2017
  • Shafiee, Mohammad Javad, Randomly-connected Non-Local Conditional Random Fields, , 2017