Alexandre Lacoste

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data

Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 291 citations · Full text

Earth Observation, Convolutional Neural Network, Engineering +19

TADAM: Task dependent adaptive metric for improved few-shot learning

Boris N. Oreshkin, Pau Rodríguez, Alexandre Lacoste · arXiv (Cornell University) · 2018 · 199 citations · Full text

Few-shot Learning, Machine Vision, Machine Learning +13

Tackling Climate Change with Machine Learning

David Rolnick, Priya L. Donti, Lynn H. Kaack et al. · ACM Computing Surveys · 2022 · 191 citations · Full text

Coarse-to-Fine Question Answering for Long Documents

Eunsol Choi, Daniel Hewlett, Jakob Uszkoreit et al. · 2017 · 174 citations · Full text

Engineering, Mathematical Linguistics, Jonathan Berant +21

Quantifying the Carbon Emissions of Machine Learning

Alexandre Lacoste, Alexandra Sasha Luccioni, Victor Schmidt et al. · arXiv (Cornell University) · 2019 · 130 citations · Full text

Carbon Sequestration, Engineering, Machine Learning +12