Salvatore Calcagno

According to our database, Salvatore Calcagno authored at least 14 papers between 2023 and 2026.

Collaborative distances:

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

2026

ULF-Synth: Physics-Guided Ultra-Low-Field MRI Enhancement for Pediatric Neuroimaging.

Toufiq Musah, Salvatore Calcagno, Federica Proietto Salanitri, Xiaomeng Li, Maruf Adewole, Marawan Elbatel

CoRR, May, 2026

PERL: Parameter Efficient Reasoning in CLIP Latent Space.

Simone Carnemolla, Salvatore Calcagno, Daniela Giordano, Concetto Spampinato, Matteo Pennisi

CoRR, May, 2026

Dream2Learn: Structured Generative Dreaming for Continual Learning.

Salvatore Calcagno, Matteo Pennisi, Federica Proietto Salanitri, Amelia Sorrenti, Simone Palazzo, Concetto Spampinato, Giovanni Bellitto

CoRR, March, 2026

SAM-guided prompt learning for Multiple Sclerosis lesion segmentation.

Federica Proietto Salanitri, Giovanni Bellitto, Salvatore Calcagno, Ulas Bagci, Concetto Spampinato, Manuela Pennisi

Pattern Recognit. Lett., 2026

Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps.

Salvatore Calcagno, Marco Finocchiaro, Giovanni Bellitto, Concetto Spampinato, Federica Proietto Salanitri

Pattern Recognit. Lett., 2026

Fine-Grained fMRI Classification of Visual Stimuli Using CLIP Embedding Alignment.

Silvia Suchalova, Salvatore Calcagno, Róbert Hudec, Concetto Spampinato

IEEE Access, 2026

2025

B-Cos Networks as an Architectural Inductive Bias for Mitigating Catastrophic Forgetting.

Amelia Sorrenti, Giovanni Bellitto, Salvatore Calcagno, Rutger Hendrix, Concetto Spampinato, Simone Palazzo

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

EEG-Music Emotion Recognition: Challenge Overview.

Salvatore Calcagno, Simone Carnemolla, Isaak Kavasidis, Simone Palazzo, Daniela Giordano, Concetto Spampinato

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

QuantFormer: Learning to Quantize for Neural Activity Forecasting in Mouse Visual Cortex.

Salvatore Calcagno, Isaak Kavasidis, Simone Palazzo, Marco Brondi, Luca Sità, Giacomo Turri, Daniela Giordano, Vladimir R. Kostic, Tommaso Fellin, Massimiliano Pontil, Concetto Spampinato

CoRR, 2024

Exploring Wearable Emotion Recognition with Transformer-Based Continual Learning.

Federica Rizza, Giovanni Bellitto, Salvatore Calcagno, Simone Palazzo

Proceedings of the Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, 2024

Assessing the Efficacy of Foundation Models in Pancreas Segmentation.

Emanuele Rapisarda, Alessandro Giuseppe Gravagno, Salvatore Calcagno, Daniela Giordano

Proceedings of the Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, 2024

Back to Supervision: Boosting Word Boundary Detection Through Frame Classification.

Simone Carnemolla, Salvatore Calcagno, Simone Palazzo, Daniela Giordano

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Ensemble and Personalized Transformer Models for Subject Identification and Relapse Detection in E-Prevention Challenge.

Salvatore Calcagno, Raffaele Mineo, Daniela Giordano, Concetto Spampinato

Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data.

Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023