Does language help generalization in vision models? - Benjamin Devillers; Bhavin Choksi; Romain Bielawski; Rufin VanRullen (CoNLL, 2021)

When does CLIP generalize better than unimodal models? When judging human-centric concepts. - Romain Bielawski; Benjamin Devillers; Tim Van de Cruys; Rufin VanRullen (RepL4NLP@ACL, 2022)

Assessing and Efficiently Leveraging the Generalisation Abilities of Multimodal Models. (Evaluation et utilisation efficace des capacités de généralisation des modèles multimodaux). - Romain Bielawski (2022)

CLIP-based image captioning via unsupervised cycle-consistency in the latent space. - Romain Bielawski; Rufin VanRullen (RepL4NLP@ACL, 2023)