Alberto Cazzaniga

According to our database, Alberto Cazzaniga authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

Generative Image Restoration and Super-Resolution using Physics-Informed Synthetic Data for Scanning Tunneling Microscopy.

Nikola L. Kolev, Tommaso Rodani, Neil J. Curson, Taylor J. Z. Stock, Alberto Cazzaniga

CoRR, October, 2025

Head Pursuit: Probing Attention Specialization in Multimodal Transformers.

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

CoRR, October, 2025

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models.

Francesco Ortu, Zhijing Jin, Diego Doimo, Alberto Cazzaniga

CoRR, July, 2025

The Geometry of Tokens in Internal Representations of Large Language Models.

Karthik Viswanathan, Yuri Gardinazzi, Giada Panerai, Alberto Cazzaniga, Matteo Biagetti

CoRR, January, 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

Evolutionary Constraints Guide AlphaFold2 in Predicting Alternative Conformations and Inform Rational Mutation Design.

Valerio Piomponi, Alberto Cazzaniga, Francesca Cuturello

J. Chem. Inf. Model., 2025

2024

What Is the Probability That a Random Symmetric Tensor Is Close to Rank-One?

Alberto Cazzaniga, Antonio Lerario, Andrea Rosana

SIAM J. Appl. Algebra Geom., 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

Persistent Topological Features in Large Language Models.

Yuri Gardinazzi, Giada Panerai, Karthik Viswanathan, Alessio Ansuini, Alberto Cazzaniga, Matteo Biagetti

CoRR, 2024

The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models.

Diego Doimo, Alessandro Serra, Alessio Ansuini, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals.

Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards the FAIRification of Scanning Tunneling Microscopy Images.

Tommaso Rodani, Elda Osmenaj, Alberto Cazzaniga, Mirco Panighel, Cristina Africh, Stefano Cozzini

Data Intell., 2023

The geometry of hidden representations of large transformer models.

Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG.

Arjuna Scagnetto, Giulia Barbati, Ilaria Gandin, C. Cappelletto, Giovanni Baj, Alberto Cazzaniga, Francesca Cuturello, Alessio Ansuini, Luca Bortolussi, A. Di Lenarda

CoRR, 2022