Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models. - Nathan Cornille; Katrien Laenen; Marie-Francine Moens (Frontiers Artif. Intell., 2022)

Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction. - Nathan Cornille; Katrien Laenen; Jingyuan Sun; Marie-Francine Moens (Entropy, 2023)

Learning to Plan for Language Modeling from Unlabeled Data. - Nathan Cornille; Marie-Francine Moens; Florian Mai (CoRR, 2024)

Learning to Plan Long-Term for Language Modeling. - Florian Mai; Nathan Cornille; Marie-Francine Moens (CoRR, 2024)

End-to-end Planner Training for Language Modeling. - Nathan Cornille; Florian Mai; Jingyuan Sun; Marie-Francine Moens (CoRR, 2024)