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MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge


May 25, 2022
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

* 6 pages, 4 figures 

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MAPLE-Edge: A Runtime Latency Predictor for Edge Devices


Apr 27, 2022
Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

* 9 pages 

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MAPLE: Microprocessor A Priori for Latency Estimation


Nov 30, 2021
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

* 11 pages, 3 figures 

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COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow


Sep 14, 2021
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong

* 4 pages 

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COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging


Aug 05, 2021
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong

* 12 pages 

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Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration


Jul 08, 2021
Saad Abbasi, Mohammad Javad Shafiee, Ellick Chan, Alexander Wong

* 8 pages 

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COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images


May 04, 2021
Hossein Aboutalebi, Saad Abbasi, Mohammad Javad Shafiee, Alexander Wong


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OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection


Apr 19, 2021
Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong

* 7 pages 

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