Mattia Litrico

According to our database, Mattia Litrico authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation.

Mattia Litrico, Davide Talon, Sebastiano Battiato, Alessio Del Bue, Mario Valerio Giuffrida, Pietro Morerio

Int. J. Comput. Vis., April, 2026

Count2Density: Crowd density estimation without location-level annotations.

Mattia Litrico, Feng Chen, Michael P. Pound, Sotirios A. Tsaftaris, Sebastiano Battiato, Mario Valerio Giuffrida

Pattern Recognit., 2026

Temporally-aware diffusion model for brain progression modelling with bidirectional temporal regularisation.

Mattia Litrico, Francesco Guarnera, Mario Valerio Giuffrida, Daniele Ravì, Sebastiano Battiato

Comput. Medical Imaging Graph., 2026

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation.

Mattia Litrico, Mario Valerio Giuffrida, Sebastiano Battiato, Devis Tuia

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.

Mattia Litrico, Francesco Guarnera, Valerio Giuffirda, Daniele Ravì, Sebastiano Battiato

CoRR, 2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.

Mattia Litrico, Francesco Guarnera, Mario Valerio Giuffrida, Daniele Ravì, Sebastiano Battiato

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation.

Mattia Litrico, Alessio Del Bue, Pietro Morerio

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

2021

Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap.

Mattia Litrico, Sebastiano Battiato, Sotirios A. Tsaftaris, Mario Valerio Giuffrida

J. Imaging, 2021

Exploiting Egocentric Vision on Shopping Cart for Out-Of-Stock Detection in Retail Environments.

Dario Allegra, Mattia Litrico, Maria Ausilia Napoli Spatafora, Filippo Stanco, Giovanni Maria Farinella

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Single Architecture and Multiple task deep Neural Network for Altered Fingerprint Analysis.

Oliver Giudice, Mattia Litrico, Sebastiano Battiato

Proceedings of the IEEE International Conference on Image Processing, 2020