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07/27/2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing
Classifying and segmenting patterns from a limited number of examples is...
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07/22/2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning
Contrastive learning models based on Siamese structure have demonstrated...
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04/20/2021
Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery
Advances in remote sensing technology have led to the capture of massive...
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02/09/2021
Residue Density Segmentation for Monitoring and Optimizing Tillage Practices
"No-till" and cover cropping are often identified as the leading simple,...
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12/17/2020
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
Early, precise detection of nutrient deficiency stress (NDS) has key eco...
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04/21/2020
The 1st Agriculture-Vision Challenge: Methods and Results
The first Agriculture-Vision Challenge aims to encourage research in dev...
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12/30/2019
Improved Structural Discovery and Representation Learning of Multi-Agent Data
Central to all machine learning algorithms is data representation. For m...
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10/16/2019