I am currently working as a postdoctoral researcher as Bern University of Applied Sciences (BFH) in the AI and Renewable Energies group. My research focuses on the short-term forecasting of solar production based on geostationary satellite images.

Notes My resume 🎈 Notebooks

Publications

2024

  1. Contributions to Representation Learning in Computer Vision and Remote Sensing

    13/12/2024  ·  Paul Berg

  2. Horospherical Learning with Smart Prototypes

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

  3. 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

  4. Multimodal Supervised Contrastive Learning in Remote Sensing Downstream Tasks

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

2023

  1. 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

  2. Spherical Sliced Wasserstein

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

2022

  1. 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

  2. Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images

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