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Amna Elmustafa
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
High Spatial Resolution
Economic Development
Multispectral
Remote Sensing
Top Venues
CoRR
SIGSPATIAL/GIS
NeurIPS
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Publications
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Mélisande Teng
,
Amna Elmustafa
,
Benjamin Akera
,
Yoshua Bengio
,
Hager Radi Abdelwahed
,
Hugo Larochelle
,
David Rolnick
SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data.
NeurIPS
(2023)
Jonathan Xu
,
Amna Elmustafa
,
Liya Weldegebriel
,
Emnet Negash
,
Richard Lee
,
Chenlin Meng
,
Stefano Ermon
,
David B. Lobell
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing.
CoRR
(2023)
Mélisande Teng
,
Amna Elmustafa
,
Benjamin Akera
,
Hugo Larochelle
,
David Rolnick
Bird Distribution Modelling using Remote Sensing and Citizen Science data.
CoRR
(2023)
Mélisande Teng
,
Amna Elmustafa
,
Benjamin Akera
,
Yoshua Bengio
,
Hager Radi Abdelwahed
,
Hugo Larochelle
,
David Rolnick
SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data.
CoRR
(2023)
Amna Elmustafa
,
Erik Rozi
,
Yutong He
,
Gengchen Mai
,
Stefano Ermon
,
Marshall Burke
,
David B. Lobell
Understanding economic development in rural Africa using satellite imagery, building footprints and deep models.
SIGSPATIAL/GIS
(2022)