Matteo Farina

Ph.D.

Matteo Farina

2022–Present m.farina@unitn.it

Research Interests

Vision and Language

Supervised by

Elisa Ricci

Elisa Ricci

Full Professor

Papers (6)

2026

Large Multimodal Models as General In-Context Classifiers
CVPR Findings 2026

Large Multimodal Models as General In-Context Classifiers

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

2025

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
CVPR 2025 Highlight

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

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

2024

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
CVPR 2024

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
PDF Website
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
NeurIPS 2024

Frustratingly Easy Test-Time Adaptation of Vision-Language Models

Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
PDF Website
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations
TMLR 2024

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations

Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca
PDF Website

2023

Quantum Multi-Model Fitting
CVPR 2023 Highlight

Quantum Multi-Model Fitting

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