191 citations · 220 across the 3 of their papers we have counts for
3 papers · 1 filter
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery
Ronald Kemker, Utsav B. Gewali, Christopher Kanan
Deep learning continues to push state-of-the-art performance for the semantic segmentation of color (i.e., RGB) imagery; however, the lack of annotated data for many remote sensing…
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery
Ronald Kemker, Ryan Luu, Christopher Kanan
Recent advances in computer vision using deep learning with RGB imagery (e.g., object recognition and detection) have been made possible thanks to the development of large annotate…
Continual Lifelong Learning with Neural Networks: A Review
German I. Parisi, Ronald Kemker, Jose L. Part +2
Humans and animals have the ability to continually acquire, fine-tune, and transfer knowledge and skills throughout their lifespan. This ability, referred to as lifelong learning,…