Contextual Spatial Outlier Detection with Metric Learning. - Guanjie Zheng; Susan L. Brantley; Thomas Lauvaux; Zhenhui Li (KDD, 2017)

Discovery of Causal Time Intervals. - Zhenhui Li; Guanjie Zheng; Amal Agarwal; Lingzhou Xue; Thomas Lauvaux (SDM, 2017)

Detection of Methane Emissions Using Pattern Recognition. - Elyes Ouerghi; Thibaud Ehret; Gabriele Facciolo; Enric Meinhardt; Jean-Michel Morel; Carlo de Franchis; Thomas Lauvaux (IGARSS, 2021)

Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation. - Alexis Groshenry; Clément Giron; Thomas Lauvaux; Alexandre d'Aspremont; Thibaud Ehret (CoRR, 2022)

Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution Satellite Imagery Through Fine-Tuning of Object Detection Models. - Jade Eva Guisiano; Éric Moulines; Thomas Lauvaux; Jérémie Sublime (ICONIP (12), 2023)

Methane Plumes Detection on Prisma L1 Images with the Adjusted Spectral Matched Filter and Wind Data. - Elyes Ouerghi; Thibaud Ehret; Gabriele Facciolo; Enric Meinhardt; Jean-Michel Morel; Carlo de Franchis; Thomas Lauvaux (IGARSS, 2023)

Model Adjusted Generalized Tests for Methane Plume Detection on Hyperspectral Images. - Elyes Ouerghi; Thibaud Ehret; Gabriele Facciolo; Enric Meinhardt; Jean-Michel Morel; Carlo de Franchis; Thomas Lauvaux (WHISPERS, 2023)

Object Detection Models Sensitivity & Robustness to Satellite-based Adversarial Attacks. - Jade Eva Guisiano; Domenico Barretta; Éric Moulines; Thomas Lauvaux; Jérémie Sublime (IGARSS, 2024)

Towards Large Scale Geostatistical Methane Monitoring with Part-based Object Detection. - Adhemar de Senneville; Xavier Bou; Thibaud Ehret; Rafael Grompone von Gioi; Jean Louis Bonne; Nicolas Dumelié; Thomas Lauvaux; Gabriele Facciolo (CoRR, 2025)