publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Preprints

2026

  1. Learning fMRI activations dictionaries across individual geometries via optimal transport
    Sonia Mazelet, Remi Flamary, and Betrand Thirion
    2026
    Preprint

Published Papers

2026

  1. SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport
    Simon Roschmann, Paul Krzakala, Sonia Mazelet, and 2 more authors
    ICML, 2026

2025

  1. Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs
    Sonia Mazelet, Remi Flamary, and Betrand Thirion
    NeurIPS, 2025

2024

  1. Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
    Christopher Kymn, Sonia Mazelet, Anthony Thomas, and 4 more authors
    Advances in Neural Information Processing Systems, 2024
  2. Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks
    Christopher J Kymn, Sonia Mazelet, Annabel Ng, and 2 more authors
    In 2024 Neuro Inspired Computational Elements Conference (NICE), 2024