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Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?


Oct 30, 2019
Ryne Roady, Tyler L. Hayes, Ronald Kemker, Ayesha Gonzales, Christopher Kanan


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Continual Lifelong Learning with Neural Networks: A Review


Jul 07, 2018
German I. Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter


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Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning


May 01, 2018
Ronald Kemker, Carl Salvaggio, Christopher Kanan

* Published in ISPRS Journal of Photogrammetry and Remote Sensing 2018 
* 45 pages 

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EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery


Apr 01, 2018
Ronald Kemker, Utsav B. Gewali, Christopher Kanan

* 5 pages 

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Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery


Mar 26, 2018
Ronald Kemker, Ryan Luu, Christopher Kanan


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FearNet: Brain-Inspired Model for Incremental Learning


Feb 23, 2018
Ronald Kemker, Christopher Kanan

* To appear in ICLR 2018 

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Measuring Catastrophic Forgetting in Neural Networks


Nov 09, 2017
Ronald Kemker, Marc McClure, Angelina Abitino, Tyler Hayes, Christopher Kanan

* To appear in AAAI 2018 

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High-Resolution Multispectral Dataset for Semantic Segmentation


Mar 06, 2017
Ronald Kemker, Carl Salvaggio, Christopher Kanan

* 9 pages, 8 Figures 

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