Contributions to Representation Learning in Computer Vision and Remote Sensing

13/12/2024  ·  Paul Berg

Horospherical Learning with Smart Prototypes

25/11/2024  ·  Paul Berg, Björn Michele, Minh-Tan Pham, Laetitia Chapel, Nicolas Courty

Box for Mask and Mask for Box: weak losses for multi-task partially supervised learning

27/11/2024  ·  Hoang-Ân Lê, Paul Berg, Minh-Tan Pham

Multimodal Supervised Contrastive Learning in Remote Sensing Downstream Tasks

15/04/2024  ·  Paul Berg, Baki Uzun, Minh-Tan Pham, Nicolas Courty

Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification

19/06/2023  ·  Paul Berg, Minh-Tan Pham, Nicolas Courty

Spherical Sliced Wasserstein

01/05/2023  ·  Clément Bonet, Paul Berg, Nicolas Courty, Lucas Drumetz, François Septier, Minh-Tan Pham

Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives

17/08/2022  ·  Paul Berg, Minh-Tan Pham, Nicolas Courty

Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images

12/01/2022  ·  Paul Berg, Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre