Task-specific contrastive learning for few-shot remote sensing image scene classification

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi et al. · arXiv (Cornell University) · 2020 · 7.3K citations · Full text

Early Vision, Convolutional Neural Network, Machine Vision +15

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +13

Bag-of-visual-words and spatial extensions for land-use classification

Yi Yang, Shawn Newsam · 2010 · 2.8K citations

Engineering, Object Categorization, Land Use +18

Remote Sensing Image Scene Classification: Benchmark and State of the Art

Proceedings of the IEEE · 2017 · 2.4K citations · Full text

Graph Convolutional Networks for Hyperspectral Image Classification

Danfeng Hong, Lianru Gao, Jing Yao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 1.6K citations · Full text