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GHN-Q: Parameter Prediction for Unseen Quantized Convolutional Architectures via Graph Hypernetworks


Aug 26, 2022
Stone Yun, Alexander Wong

* Extended abstract accepted at Edge Intelligence Workshop 2022 for poster presentation 

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Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers


Aug 22, 2022
Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri


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AI-Powered Non-Contact In-Home Gait Monitoring and Activity Recognition System Based on mm-Wave FMCW Radar and Cloud Computing


Aug 11, 2022
Hajar Abedi, Ahmad Ansariyan, Plinio P Morita, Alexander Wong, Jennifer Boger, George Shaker

* 18 pages 

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MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis


Aug 08, 2022
Maximilian Gilles, Yuhao Chen, Tim Robin Winter, E. Zhixuan Zeng, Alexander Wong

* Accepted for 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) 

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Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms


Aug 03, 2022
Nitpreet Bamra, Vikram Voleti, Alexander Wong, Jason Deglint


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Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography


Jul 19, 2022
Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

* Accepted to 39th International Conference on Machine Learning, Workshop on Healthcare AI and COVID-19 

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COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics


Jun 08, 2022
Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj, Alexander Wong

* 3 pages 

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COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images


Jun 07, 2022
Tia Tuinstra, Hayden Gunraj, Alexander Wong

* 3 pages 

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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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