On statistical bias in active learning: How and when to fix it

S Farquhar, Y Gal, T Rainforth - arXiv preprint arXiv:2101.11665, 2021 - arxiv.org
Active learning is a powerful tool when labelling data is expensive, but it introduces a bias
because the training data no longer follows the population distribution. We formalize this …

[HTML][HTML] Easy MPE: extraction of quality microplot images for UAV-based high-throughput field phenotyping

L Tresch, Y Mu, A Itoh, A Kaga, K Taguchi… - Plant …, 2019 - spj.science.org
Microplot extraction (PE) is a necessary image processing step in unmanned aerial vehicle-
(UAV-) based research on breeding fields. At present, it is manually using ArcGIS, QGIS, or …

[PDF][PDF] Full title:[max 100 characters: now 102 without spaces]

L Tresch, Y Mu, A Itoh, A Kaga, K Taguchi, M Hirafuji… - image - scholar.archive.org
Microplot extraction (MPE) is a necessary image-processing step in unmanned aerial
vehicle (UAV)-based research on breeding fields. At present, it is manually using ArcGIS …