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YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection

Oct 03, 2019
Alexander Wong, Mahmoud Famuori, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung

* 5 pages 

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EdgeSegNet: A Compact Network for Semantic Segmentation

May 10, 2019
Zhong Qiu Lin, Brendan Chwyl, Alexander Wong

* 5 pages 

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AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design

Apr 15, 2019
Alexander Wong, Zhong Qiu Lin, Brendan Chwyl

* 15 pages 

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FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis

Sep 17, 2018
Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li

* 4 pages 

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Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection

Feb 19, 2018
Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl

* 7 pages 

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StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks

Jan 16, 2018
Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong


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SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis

Nov 20, 2017
Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong

* 4 pages 

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