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Ronald Kemker
Ronald Kemker
United States Space Force
Verified email at mtu.edu - Homepage
Title
Cited by
Cited by
Year
Continual lifelong learning with neural networks: A review
GI Parisi, R Kemker, JL Part, C Kanan, S Wermter
Neural networks 113, 54-71, 2019
30562019
Measuring catastrophic forgetting in neural networks
R Kemker, M McClure, A Abitino, T Hayes, C Kanan
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
7422018
Fearnet: Brain-inspired model for incremental learning
R Kemker, C Kanan
arXiv preprint arXiv:1711.10563, 2017
5192017
Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning
R Kemker, C Salvaggio, C Kanan
ISPRS journal of photogrammetry and remote sensing 145, 60-77, 2018
4982018
Self-taught feature learning for hyperspectral image classification
R Kemker, C Kanan
IEEE Transactions on Geoscience and Remote Sensing 55 (5), 2693-2705, 2017
1302017
Low-shot learning for the semantic segmentation of remote sensing imagery
R Kemker, R Luu, C Kanan
IEEE Transactions on Geoscience and Remote Sensing 56 (10), 6214-6223, 2018
612018
New metrics and experimental paradigms for continual learning
TL Hayes, R Kemker, ND Cahill, C Kanan
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
452018
Are open set classification methods effective on large-scale datasets?
R Roady, TL Hayes, R Kemker, A Gonzales, C Kanan
Plos one 15 (9), e0238302, 2020
282020
High-resolution multispectral dataset for semantic segmentation
R Kemker, C Salvaggio, C Kanan
arXiv preprint arXiv:1703.01918, 2017
252017
Are out-of-distribution detection methods effective on large-scale datasets?
R Roady, TL Hayes, R Kemker, A Gonzales, C Kanan
arXiv preprint arXiv:1910.14034, 2019
242019
Deep neural networks for semantic segmentation of multispectral remote sensing imagery
R Kemker, C Kanan
CoRR, vol. abs/1703.06452, 2017
112017
SIESTA: Efficient Online Continual Learning with Sleep
M Yousuf Harun, J Gallardo, TL Hayes, R Kemker, C Kanan
arXiv e-prints, arXiv: 2303.10725, 2023
8*2023
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery
R Kemker, UB Gewali, C Kanan
arXiv preprint arXiv:1804.00292, 2018
52018
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Articles 1–13