Marcos, Diego

Detecting mammals in UAV images: best practices to address a substantially imbalanced dataset with deep learning

Kellenberger, B., Marcos, D., & Tuia, D. (2018) · Remote Sensing of Environment

Advanced Neural Network ApplicationsWildlife Ecology and Conservation

Cited by 335

RSVQA: Visual Question Answering for Remote Sensing Data

Lobry, S., Marcos, D., Murray, J., & Tuia, D. (2020) · IEEE Transactions on Geoscience and Remote Sensing

Multimodal Machine Learning ApplicationsRemote-Sensing Image Classification

Cited by 305

When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images

Kellenberger, B., Marcos, D., & Tuia, D. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 33