Lorenzo Basile

According to our database, Lorenzo Basile authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Emergent representations in networks trained with the Forward-Forward algorithm.

Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini

Trans. Mach. Learn. Res., 2025

ResiDual Transformer Alignment with Spectral Decomposition.

Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello

Trans. Mach. Learn. Res., 2025

The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models.

Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Head Pursuit: Probing Attention Specialization in Multimodal Transformers.

Lorenzo Basile, Valentino Maiorca, Diego Doimo, Francesco Locatello, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Geometry, topology and mechanistic interpretability of large scale AI models.

Alessio Ansuini, Lorenzo Basile, Federica Bazzocchi, Matteo Biagetti, Alberto Cazzaniga, Stefano Cozzini, Francesca Cuturello, Diego Doimo, Yuri Gardinazzi, Ruggero Lot, Francesco Ortu, Emanuele Panizon, Valerio Piomponi, Tommaso Rodani, Alessandro Serra, Niccolò Tosato, Lucrezia Valeriani

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias.

Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi

Proceedings of the International Joint Conference on Neural Networks, 2025

Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations.

Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Harvesting energy from turbulent winds with Reinforcement Learning.

Lorenzo Basile, Maria Grazia Berni, Antonio Celani

CoRR, 2024

The Narrow Gate: Localized Image-Text Communication in Vision-Language Models.

Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga

CoRR, 2024

Scalable unsupervised alignment of general metric and non-metric structures.

Sanketh Vedula, Valentino Maiorca, Lorenzo Basile, Francesco Locatello, Alexander M. Bronstein

CoRR, 2024

2023

Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension.

Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi

CoRR, 2023