Amna Elmustafa

According to our database, Amna Elmustafa authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

Bird Distribution Modelling using Remote Sensing and Citizen Science data.

Mélisande Teng, Amna Elmustafa, Benjamin Akera, Hugo Larochelle, David Rolnick

CoRR, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022