Doimo, Diego

9 publications

ICLR 2025 Emergence of a High-Dimensional Abstraction Phase in Language Transformers Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Lei Yu, Alessandro Laio, Marco Baroni

NeurIPS 2025 Head Pursuit: Probing Attention Specialization in Multimodal Transformers Lorenzo Basile, Valentino Maiorca, Diego Doimo, Francesco Locatello, Alberto Cazzaniga

NeurIPS 2025 The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models Alessandro Pietro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga

TMLR 2024 How to Choose the Right Transfer Learning Protocol? a Qualitative Analysis in a Controlled Set-up Federica Gerace, Diego Doimo, Stefano Sarao Mannelli, Luca Saglietti, Alessandro Laio

NeurIPS 2024 The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models Diego Doimo, Alessandro Serra, Alessio Ansuini, Alberto Cazzaniga

NeurIPSW 2024 Understanding Variational Autoencoders with Intrinsic Dimension and Information Imbalance Charles Camboulin, Diego Doimo, Aldo Glielmo

NeurIPS 2023 The Geometry of Hidden Representations of Large Transformer Models Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga

NeurIPS 2022 Redundant Representations Help Generalization in Wide Neural Networks Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio

NeurIPS 2020 Hierarchical Nucleation in Deep Neural Networks Diego Doimo, Aldo Glielmo, Alessio Ansuini, Alessandro Laio