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David Wilson

2 accepted papers

2020

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

CVPR 2020poster

The success of deep learning in visual recognition tasks has driven advancements in multiple fields of research. Particularly, increasing attention has been drawn towards its application in agriculture. Nevertheless, while visual pattern recognition on farmlands carries enormous economic values, lit…

Cited by 237PDFScholar
2020

Multi-Class Imbalanced Graph Convolutional Network Learning

IJCAI 2020poster

Networked data often demonstrate the Pareto principle (i.e., 80/20 rule) with skewed class distributions, where most vertices belong to a few majority classes and minority classes only contain a handful of instances. When presented with imbalanced class distributions, existing graph embedding learni…

Cited by 0SourcePDFScholar