Ronald Kemker

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Semantic Segmentation

Lifelong Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Trans. Mach. Learn. Res.

Publications

Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes, Ronald Kemker, Christopher Kanan
SIESTA: Efficient Online Continual Learning with Sleep. CoRR (2023)
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)
German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter
Continual lifelong learning with neural networks: A review. Neural Networks 113 (2019)
Ryne Roady, Tyler L. Hayes, Ronald Kemker, Ayesha Gonzales, Christopher Kanan
Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? CoRR (2019)
Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan
Measuring Catastrophic Forgetting in Neural Networks. AAAI (2018)
German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter
Continual Lifelong Learning with Neural Networks: A Review. CoRR (2018)
Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan
New Metrics and Experimental Paradigms for Continual Learning. CVPR Workshops (2018)
Ronald Kemker, Christopher Kanan
FearNet: Brain-Inspired Model for Incremental Learning. ICLR (Poster) (2018)
Ronald Kemker, Ryan Luu, Christopher Kanan
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery. CoRR (2018)
Ronald Kemker, Ryan Luu, Christopher Kanan
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Ronald Kemker, Utsav B. Gewali, Christopher Kanan
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery. CoRR (2018)
Ronald Kemker, Carl Salvaggio, Christopher Kanan
High-Resolution Multispectral Dataset for Semantic Segmentation. CoRR (2017)
Ronald Kemker, Christopher Kanan
FearNet: Brain-Inspired Model for Incremental Learning. CoRR (2017)
Ronald Kemker, Angelina Abitino, Marc McClure, Christopher Kanan
Measuring Catastrophic Forgetting in Neural Networks. CoRR (2017)
Ronald Kemker, Christopher Kanan
Self-Taught Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (5) (2017)
Ronald Kemker, Christopher Kanan
Deep Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Imagery. CoRR (2017)