1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learning
Hoàng-Ân Lê, Paul Berg, Minh-Tan Pham
Object detection and semantic segmentation are both scene understanding tasks yet they differ in data structure and information level. Object detection requires box coordinates for…
cs.CV2023
Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification
Paul Berg, Minh-Tan Pham, Nicolas Courty
With the current ubiquity of deep learning methods to solve computer vision and remote sensing specific tasks, the need for labelled data is growing constantly. However, in many ca…
stat.ML2022★ 1 cited
Spherical Sliced-Wasserstein
Clément Bonet, Paul Berg, Nicolas Courty +3
Many variants of the Wasserstein distance have been introduced to reduce its original computational burden. In particular the Sliced-Wasserstein distance (SW), which leverages one-…