Concetto Spampinato

Concetto Spampinato

Università degli Studi di Catania

H-index: 43

Europe-Italy

About Concetto Spampinato

Concetto Spampinato, With an exceptional h-index of 43 and a recent h-index of 33 (since 2020), a distinguished researcher at Università degli Studi di Catania, specializes in the field of Deep Learning, Artificial Intelligence, Computer Vision, Medical Imaging, Neurocomputing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models

Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data

Selective Attention-based Modulation for Continual Learning

Domain Generalization with fourier Transform and soft thresholding

Method of processing electrophysiological signals to compute a virtual vehicle key, corresponding device, vehicle and computer program product

BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability

Radio astronomical images object detection and segmentation: a benchmark on deep learning methods

Radiomics Boosts Deep Learning Model for IPMN Classification

Concetto Spampinato Information

University

Position

___

Citations(all)

7177

Citations(since 2020)

4503

Cited By

4264

hIndex(all)

43

hIndex(since 2020)

33

i10Index(all)

114

i10Index(since 2020)

75

Email

University Profile Page

Università degli Studi di Catania

Google Scholar

View Google Scholar Profile

Concetto Spampinato Skills & Research Interests

Deep Learning

Artificial Intelligence

Computer Vision

Medical Imaging

Neurocomputing

Top articles of Concetto Spampinato

Title

Journal

Author(s)

Publication Date

Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models

arXiv preprint arXiv:2404.02618

Matteo Pennisi

Giovanni Bellitto

Simone Palazzo

Mubarak Shah

Concetto Spampinato

2024/4/3

Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data

Autonomous Robots

Giuseppe Vecchio

Simone Palazzo

Dario C Guastella

Daniela Giordano

Giovanni Muscato

...

2024/4

Selective Attention-based Modulation for Continual Learning

arXiv preprint arXiv:2403.20086

Giovanni Bellitto

Federica Proietto Salanitri

Matteo Pennisi

Matteo Boschini

Angelo Porrello

...

2024/3/29

Domain Generalization with fourier Transform and soft thresholding

Hongyi Pan

Bin Wang

Zheyuan Zhang

Xin Zhu

Debesh Jha

...

2024/4/14

Method of processing electrophysiological signals to compute a virtual vehicle key, corresponding device, vehicle and computer program product

2024/4/9

BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability

Alessia Spitalleri

Isaak Kavasidis

Vincenzo Cartelli

Raffaele Mineo

Francesco Rundo

...

2023/6/19

Radio astronomical images object detection and segmentation: a benchmark on deep learning methods

Experimental Astronomy

Renato Sortino

Daniel Magro

Giuseppe Fiameni

Eva Sciacca

Simone Riggi

...

2023/8

Radiomics Boosts Deep Learning Model for IPMN Classification

Lanhong Yao

Zheyuan Zhang

Ugur Demir

Elif Keles

Camila Vendrami

...

2023/10/8

Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning

Matteo Pennisi

Federica Proietto Salanitri

Giovanni Bellitto

Concetto Spampinato

Simone Palazzo

...

2023

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

Salvatore Calcagno

Raffaele Mineo

Daniela Giordano

Concetto Spampinato

2023/6/4

Transformer-based image generation from scene graphs

Computer Vision and Image Understanding

Renato Sortino

Simone Palazzo

Francesco Rundo

Concetto Spampinato

2023/8/1

A baseline on continual learning methods for video action recognition

Giulia Castagnolo

Concetto Spampinato

Francesco Rundo

Daniela Giordano

Simone Palazzo

2023/10/8

Selective Freezing for Efficient Continual Learning

Amelia Sorrenti

Giovanni Bellitto

Federica Proietto Salanitri

Matteo Pennisi

Concetto Spampinato

...

2023

History of AI in clinical medicine

AI in Clinical Medicine: A Practical Guide for Healthcare Professionals

Isaak Kavasidis

Federica Proietto Salanitri

Simone Palazzo

Concetto Spampinato

2023/5/12

Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules

IEEE Transactions on Intelligent Vehicles

Carmelo Pino

Alessandro Sitta

Giulia Castagnolo

Angelo A Messina

Salvatore Coffa

...

2023/7/12

A privacy-preserving walk in the latent space of generative models for medical applications

Matteo Pennisi

Federica Proietto Salanitri

Giovanni Bellitto

Simone Palazzo

Ulas Bagci

...

2023/10/1

Astronomical source detection in radio continuum maps with deep neural networks

Astronomy and Computing

Simone Riggi

Daniel Magro

Renato Sortino

Andrea De Marco

Cristobal Bordiu

...

2023/1/1

On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning

arXiv preprint arXiv:2305.03648

Lorenzo Bonicelli

Matteo Boschini

Emanuele Frascaroli

Angelo Porrello

Matteo Pennisi

...

2023/5/5

RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation

arXiv preprint arXiv:2307.02392

Renato Sortino

Thomas Cecconello

Andrea DeMarco

Giuseppe Fiameni

Andrea Pilzer

...

2023/7/5

MeT: A graph transformer for semantic segmentation of 3D meshes

Computer Vision and Image Understanding

Giuseppe Vecchio

Luca Prezzavento

Carmelo Pino

Francesco Rundo

Simone Palazzo

...

2023/10/1

See List of Professors in Concetto Spampinato University(Università degli Studi di Catania)

Co-Authors

H-index: 132
Mubarak Shah

Mubarak Shah

University of Central Florida

H-index: 45
Ulas Bagci

Ulas Bagci

Northwestern University

H-index: 41
Daniela Giordano

Daniela Giordano

Università degli Studi di Catania

H-index: 32
Marco Aldinucci

Marco Aldinucci

Università degli Studi di Torino

H-index: 24
Simone Palazzo

Simone Palazzo

Università degli Studi di Catania

academic-engine