Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation? - Aurélien Delfosse; Georges Hébrail; Aimen Zerroug (ECAI, 2020)

Iterative VAE as a predictive brain model for out-of-distribution generalization. - Victor Boutin; Aimen Zerroug; Minju Jung; Thomas Serre (CoRR, 2020)

A Benchmark for Compositional Visual Reasoning. - Aimen Zerroug; Mohit Vaishnav; Julien Colin; Sebastian Musslick; Thomas Serre (NeurIPS, 2022)

How and What to Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition. - Amor Ben Tanfous; Aimen Zerroug; Drew Linsley; Thomas Serre (WACV, 2022)

Compositionality as a mechanism of intelligence in brains and machines. (Les Mechanismes de la Compositionnalité dans l'Intelligence Artificielle et Humaine). - Aimen Zerroug (2023)