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cs.CV2024
The Penalized Inverse Probability Measure for Conformal Classification
Paul Melki, Lionel Bombrun, Boubacar Diallo +2
The deployment of safe and trustworthy machine learning systems, and particularly complex black box neural networks, in real-world applications requires reliable and certified guar…
cs.CV2024★ 3 cited
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation
Bart M. van Marrewijk, Charbel Dandjinou, Dan Jeric Arcega Rustia +5
Optimizing deep learning models requires large amounts of annotated images, a process that is both time-intensive and costly. Especially for semantic segmentation models in which e…