Ronald Kemker
- Measuring Catastrophic Forgetting in Neural Networks
2017/08/07 by Ronald Kemker, Kemker, Ronald, Marc McClure +7 · 72 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- FearNet: Brain-Inspired Model for Incremental Learning
2017/11/28 by Ronald Kemker, Christopher Kanan, Kemker, Ronald +1 · 31 citations
Neuroscience · Computer Science · #Memory and Neural Mechanisms #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare
- SIESTA: Efficient Online Continual Learning with Sleep
2023/03/19 by Md Yousuf Harun, Jhair Gallardo, Harun, Md Yousuf +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Continual lifelong learning with neural networks: A review
2019/05/01 by German I. Parisi, Ronald Kemker, Jose L. Part +2 · 1 citation