publications

2026

  1. moshi_teaser.png
    Environmental Footprint of GenAI Research: Insights from the Moshi Foundation Model
    Marta López-Rauhut, Loic Landrieu, Mathieu Aubry, and Anne-Laure Ligozat
    Transactions on Machine Learning Research, Jul 2026
    DOI arXiv Code Website
  2. pom_teaser.png
    PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer
    David Picard, Nicolas Dufour, Lucas Degeorge, Arijit Ghosh, Davide Allegro, Tom Ravaud, Yohann Perron, Corentin Sautier, Zeynep Sonat Baltaci, Fei Meng, Syrine Kalleli, Marta López-Rauhut, Thibaut Loiseau, Ségolène Albouy, Raphael Baena, Elliot Vincent, and Loic Landrieu
    In Conference on Computer Vision and Pattern Recognition - CVPR Findings, Apr 2026
    DOI arXiv Code

2025

  1. maps_teaser.png
    Segmenting France Across Four Centuries
    Marta López-Rauhut, Hongyu Zhou, Mathieu Aubry, and Loic Landrieu
    In Document Analysis and Recognition - ICDAR, Sep 2025
    DOI arXiv Code Website
  2. Intelligent Energy Pairing Scheduler (InEPS) for Heterogeneous HPC Clusters
    Marta López, Esteban Stafford, and Jose Luis Bosque
    The Journal of Supercomputing, Jan 2025
    DOI