| Continual lifelong learning with neural networks: A review GI Parisi, R Kemker, JL Part, C Kanan, S Wermter Neural networks 113, 54-71, 2019 | 3252 | 2019 |
| 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 | 791 | 2018 |
| Fearnet: Brain-inspired model for incremental learning R Kemker, C Kanan arXiv preprint arXiv:1711.10563, 2017 | 557 | 2017 |
| 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 | 530 | 2018 |
| Self-taught feature learning for hyperspectral image classification R Kemker, C Kanan IEEE Transactions on Geoscience and Remote Sensing 55 (5), 2693-2705, 2017 | 135 | 2017 |
| 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 | 64 | 2018 |
| 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 | 47 | 2018 |
| 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 | 28 | 2020 |
| High-resolution multispectral dataset for semantic segmentation R Kemker, C Salvaggio, C Kanan arXiv preprint arXiv:1703.01918, 2017 | 26 | 2017 |
| 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 | 25 | 2019 |
| 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 | 12* | 2023 |
| Deep neural networks for semantic segmentation of multispectral remote sensing imagery R Kemker, C Kanan CoRR, vol. abs/1703.06452, 2017 | 11 | 2017 |
| Measuring Catastrophic Forgetting in Neural Networks (2024) R Kemker, M McClure, A Abitino, T Hayes, C Kanan | 6 | |
| EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery R Kemker, UB Gewali, C Kanan arXiv preprint arXiv:1804.00292, 2018 | 5 | 2018 |
