Understanding economic development in rural Africa using satellite imagery, building footprints and deep models. - Amna Elmustafa; Erik Rozi; Yutong He; Gengchen Mai; Stefano Ermon; Marshall Burke; David B. Lobell (SIGSPATIAL/GIS, 2022)

SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data. - Mélisande Teng; Amna Elmustafa; Benjamin Akera; Yoshua Bengio; Hager Radi Abdelwahed; Hugo Larochelle; David Rolnick (NeurIPS, 2023)

Bird Distribution Modelling using Remote Sensing and Citizen Science data. - Mélisande Teng; Amna Elmustafa; Benjamin Akera; Hugo Larochelle; David Rolnick (CoRR, 2023)

SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data. - Mélisande Teng; Amna Elmustafa; Benjamin Akera; Yoshua Bengio; Hager Radi Abdelwahed; Hugo Larochelle; David Rolnick (CoRR, 2023)

HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing. - Jonathan Xu; Amna Elmustafa; Liya Weldegebriel; Emnet Negash; Richard Lee; Chenlin Meng; Stefano Ermon; David B. Lobell (AAAI, 2024)