51 citations · 78 across the 14 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020★ 2 cited
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series
Vivien Sainte Fare Garnot, Loic Landrieu
The increasing accessibility and precision of Earth observation satellite data offers considerable opportunities for industrial and state actors alike. This calls however for effic…
cs.LG2020★ 14 cited
Leveraging Class Hierarchies with Metric-Guided Prototype Learning
Vivien Sainte Fare Garnot, Loic Landrieu
In many classification tasks, the set of target classes can be organized into a hierarchy. This structure induces a semantic distance between classes, and can be summarised under t…