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ORCIDRonald Kemker
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2020 – today
- 2023
[j4]Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes, Ronald Kemker, Christopher Kanan:
SIESTA: Efficient Online Continual Learning with Sleep. Trans. Mach. Learn. Res. 2023 (2023)- [i9]Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes, Ronald Kemker, Christopher Kanan:
SIESTA: Efficient Online Continual Learning with Sleep. CoRR abs/2303.10725 (2023)
2010 – 2019
- 2019
- [j3]German Ignacio Parisi, Ronald Kemker
, Jose L. Part, Christopher Kanan, Stefan Wermter:
Continual lifelong learning with neural networks: A review. Neural Networks 113: 54-71 (2019) - [i8]Ryne Roady, Tyler L. Hayes, Ronald Kemker, Ayesha Gonzales, Christopher Kanan:
Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? CoRR abs/1910.14034 (2019) - 2018
- [j2]Ronald Kemker, Ryan Luu, Christopher Kanan:
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 56(10): 6214-6223 (2018) - [c3]Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan:
Measuring Catastrophic Forgetting in Neural Networks. AAAI 2018: 3390-3398 - [c2]Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan:
New Metrics and Experimental Paradigms for Continual Learning. CVPR Workshops 2018: 2031-2034 - [c1]Ronald Kemker, Christopher Kanan:
FearNet: Brain-Inspired Model for Incremental Learning. ICLR (Poster) 2018 - [i7]German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter:
Continual Lifelong Learning with Neural Networks: A Review. CoRR abs/1802.07569 (2018) - [i6]Ronald Kemker, Ryan Luu, Christopher Kanan:
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery. CoRR abs/1803.09824 (2018) - [i5]Ronald Kemker, Utsav B. Gewali, Christopher Kanan:
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery. CoRR abs/1804.00292 (2018) - 2017
- [j1]Ronald Kemker, Christopher Kanan:
Self-Taught Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(5): 2693-2705 (2017) - [i4]Ronald Kemker, Carl Salvaggio, Christopher Kanan:
High-Resolution Multispectral Dataset for Semantic Segmentation. CoRR abs/1703.01918 (2017) - [i3]Ronald Kemker, Christopher Kanan:
Deep Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Imagery. CoRR abs/1703.06452 (2017) - [i2]Ronald Kemker, Angelina Abitino, Marc McClure, Christopher Kanan:
Measuring Catastrophic Forgetting in Neural Networks. CoRR abs/1708.02072 (2017) - [i1]Ronald Kemker, Christopher Kanan:
FearNet: Brain-Inspired Model for Incremental Learning. CoRR abs/1711.10563 (2017)
Coauthor Index
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