Basile, Lorenzo

7 publications

TMLR 2025 Emergent Representations in Networks Trained with the Forward-Forward Algorithm Niccolo Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe De Alteriis, Alberto Cazzaniga, Alessio Ansuini

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

ICLR 2025 Intrinsic Dimension Correlation: Uncovering Nonlinear Connections in Multimodal Representations Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez

TMLR 2025 ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello

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

ICMLW 2024 Emergent Representations in Networks Trained with the Forward-Forward Algorithm Niccolo Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe De Alteriis, Alberto Cazzaniga, Alessio Ansuini

ICMLW 2024 Scalable Unsupervised Alignment of Metric and Nonmetric Structures Sanketh Vedula, Valentino Maiorca, Lorenzo Basile, Francesco Locatello, Alexander Bronstein