Shafiee, Mohammad Javad

15 publications

CVPRW 2023 Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-Task Learning in Computer Vision Tasks for Robotic Grasping on the Edge Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee

AAAI 2023 High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong

NeurIPSW 2022 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 Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Adrian Florea, Andrew Hryniowski, Alexander Wong

NeurIPSW 2022 Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri

CVPRW 2022 MAPLE-Edge: A Runtime Latency Predictor for Edge Devices Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

CVPRW 2022 MAPLE: Microprocessor a Priori for Latency Estimation Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

CVPR 2020 Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong

CVPRW 2019 Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong

CVPRW 2019 SANE: Exploring Adversarial Robustness with Stochastically Activated Network Ensembles Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong

CVPRW 2019 SANE: Towards Improved Prediction Robustness via Stochastically Activated Network Ensembles Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg

ICCVW 2017 The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong

CVPRW 2016 Efficient Deep Feature Learning and Extraction via StochasticNets Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

CVPRW 2016 Embedded Motion Detection via Neural Response Mixture Background Modeling Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

CVPRW 2016 Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG) Parthipan Siva, Mohammad Javad Shafiee, Michael Jamieson, Alexander Wong

CVPRW 2015 Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi