Matteo Farina

According to our database, Matteo Farina authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

Large Multimodal Models as General In-Context Classifiers.

Marco Garosi, Matteo Farina, Alessandro Conti, Massimiliano Mancini, Elisa Ricci

CoRR, February, 2026

Linear Model Merging Unlocks Simple and Scalable Multimodal Data Mixture Optimization.

Davide Berasi, Matteo Farina, Massimiliano Mancini, Elisa Ricci

CoRR, February, 2026

2025

Concept-Aware Batch Sampling Improves Language-Image Pretraining.

Adhiraj Ghosh, Vishaal Udandarao, Thao Nguyen, Matteo Farina, Mehdi Cherti, Jenia Jitsev, Sewoong Oh, Elisa Ricci, Ludwig Schmidt, Matthias Bethge

CoRR, November, 2025

Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages.

Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models.

Davide Berasi, Matteo Farina, Massimiliano Mancini, Elisa Ricci, Nicola Strisciuglio

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations.

Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca

Trans. Mach. Learn. Res., 2024

Frustratingly Easy Test-Time Adaptation of Vision-Language Models.

Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning.

Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Quantum Multi-Model Fitting.

Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020

Using Conversation Analysis for Examining Social Media Interactions.

Matteo Farina

Proceedings of the Machine Learning and Artificial Intelligence, 2020