Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing. - Paul Melki; Lionel Bombrun; Estelle Millet; Boubacar Diallo; Hakim Elchaoui Elghor; Jean-Pierre Da Costa (Remote. Sens., 2022)

Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (ICCV (Workshops), 2023)

The Penalized Inverse Probability Measure for Conformal Classification. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (CVPR Workshops, 2024)

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; Nicolas Franco Gonzalez; Boubacar Diallo; Jérôme Dias; Paul Melki; Pieter M. Blok (CoRR, 2024)

Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (CoRR, 2025)