Ronald Kemker

According to our database, Ronald Kemker authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SIESTA: Efficient Online Continual Learning with Sleep.

Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes, Ronald Kemker, Christopher Kanan

CoRR, 2023

2019

Continual lifelong learning with neural networks: A review.

German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter

Neural Networks, 2019

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

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

CoRR, 2019

2018

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

Ronald Kemker, Ryan Luu, Christopher Kanan

IEEE Trans. Geosci. Remote. Sens., 2018

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

Ronald Kemker, Utsav B. Gewali, Christopher Kanan

CoRR, 2018

FearNet: Brain-Inspired Model for Incremental Learning.

Ronald Kemker, Christopher Kanan

Proceedings of the 6th International Conference on Learning Representations, 2018

New Metrics and Experimental Paradigms for Continual Learning.

Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Measuring Catastrophic Forgetting in Neural Networks.

Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Self-Taught Feature Learning for Hyperspectral Image Classification.

Ronald Kemker, Christopher Kanan

IEEE Trans. Geosci. Remote. Sens., 2017

Measuring Catastrophic Forgetting in Neural Networks.

Ronald Kemker, Angelina Abitino, Marc McClure, Christopher Kanan

CoRR, 2017

High-Resolution Multispectral Dataset for Semantic Segmentation.

Ronald Kemker, Carl Salvaggio, Christopher Kanan

CoRR, 2017

Deep Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Imagery.

Ronald Kemker, Christopher Kanan

CoRR, 2017