C. Nicolò De Sabbata — accepted AI-conference papers

2026

Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization

Badr AlKhamissi, C. Nicolò De Sabbata, Greta Tuckute, Zeming Chen, Martin Schrimpf, Antoine Bosselut

ICLR 2026poster

Human cognitive behavior arises from the interaction of specialized brain networks dedicated to distinct functions, such as language, logic, and social reasoning. Inspired by this organization, we propose Mixture of Cognitive Reasoners (MiCRo): a modular, transformer-based architecture post-trained…

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2024

Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem

Declan Iain Campbell, Sunayana Rane, Tyler Giallanza, C. Nicolò De Sabbata, Kia Ghods, Amogh Joshi +5

NeurIPS 2024poster

Recent work has documented striking heterogeneity in the performance of state-of-the-art vision language models (VLMs), including both multimodal language models and text-to-image models. These models are able to describe and generate a diverse array of complex, naturalistic images, yet they exhibit…

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