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Simone Scardapane

sapienza university of rome

29H-index
223Paper Count
5.0KCitation Count
Published Papers 54
Publication Date
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A survey on dynamic neural networks: From computer vision to multi-modal sensor fusion
errImage and Vision Computing
IF4.2
err2026-04-06
err0
errOAAI
errFabio Montello; Ronja Güldenring; Simone Scardapane; Lazaros Nalpantidis
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errSave
Graph State-Space Models for Spatio-Temporal Renewable Energy Forecasting
errIEEE Transactions on Industry Applications
IF4.5
err2025-10-07
err0
PREAI
errAlessio Verdone; Simone Scardapane; Rodolfo Araneo; Massimo Panella
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errSave
Adaptive layer and token selection for efficient fine-tuning of vision transformers
errNeurocomputing
IF6.5
err2025-08-14
err0
errOAAI
errAlessio Devoto; Federico Alvetreti; Jary Pomponi; Paolo Di Lorenzo; Pasquale Minervini; Simone Scardapane
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errSave
A data attribution approach for unsupervised anomaly detection on multivariate time series
errExpert Systems with Applications
IF7.5
err2025-08-08
err0
errOAAI
errAlessio Verdone; Simone Scardapane; Massimo Panella
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errSave
Mixture-of-experts graph transformers for interpretable particle collision detection
errScientific Reports
IF3.9
err2025-07-31
err0
errOAAI
errDonatella Genovese; Alessandro Sgroi; Alessio Devoto; Samuel Valentine; Lennox Wood; Cristiano Sebastiani; Simone Scardapane; Monica D’Onofrio; Stefano Giagu
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errSave
Adaptive token selection for scalable point cloud transformers
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
errOAAI
errBaiocchi, Alessandro; Spinelli, Indro; Nicolosi, Alessandro; Scardapane, Simone
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errSave
Class Incremental Learning with probability dampening and cascaded gated classifier
errNEUROCOMPUTING
IF6.5
err2025-05-24
err0
PREAI
errPomponi, Jary; Devoto, Alessio; Scardapane, Simone
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errSave
Bringing AI to Clinicians: Simplifying Pleural Effusion Cytology Diagnosis with User-Friendly Models
errDIAGNOSTICS
IF3.3
err2025-05-14
err0
errOAAI
errGiarnieri, Enrico; Carico, Elisabetta; Scarpino, Stefania; Ricci, Alberto; Bruno, Pierdonato; Scardapane, Simone; Giansanti, Daniele
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errSave
Towards zero-shot learning in 3D change detection: improving generalization with custom augmentations and evaluation
errEUROPEAN JOURNAL OF REMOTE SENSING
IF3.7
err2025-02-11
err0
errOAAI
errContu, Riccardo; Marsocci, Valerio; Coletta, Virginia; Ravanelli, Roberta; Scardapane, Simone
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errSave
Spatio-temporal transformers for decoding neural movement control
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2025-02-04
err0
errOAAI
errCandelori, Benedetta; Bardella, Giampiero; Spinelli, Indro; Ramawat, Surabhi; Pani, Pierpaolo; Ferraina, Stefano; Scardapane, Simone
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errSave
A Meta-Learning Approach for Training Explainable Graph Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err9
errOAAI
errSpinelli, Indro; Scardapane, Simone; Uncini, Aurelio
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errSave
Explainable Spatio-Temporal Graph Neural Networks for multi-site photovoltaic energy production
errAPPLIED ENERGY
IF11
err2024-01-01
err7
errOAAI
errVerdone, Alessio; Scardapane, Simone; Panella, Massimo
errShare
errSave
Machine Un-learning: An Overview of Techniques, Applications, and Future Directions
errCOGNITIVE COMPUTATION
IF4.3
err2023-11-04
err7
PREAI
errSai, Siva; Mittal, Uday; Chamola, Vinay; Huang, Kaizhu; Spinelli, Indro; Scardapane, Simone; Tan, Zhiyuan; Hussain, Amir
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errSave
Drop edges and adapt: A fairness enforcing fine-tuning for graph neural networks
errNEURAL NETWORKS
IF6.3
err2023-10-01
err2
errOAAI
errSpinelli, Indro; Bianchini, Riccardo; Scardapane, Simone
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errSave
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence
errCOGNITIVE COMPUTATION
IF4.3
err2023-08-24
err289
errOAAI
errHassija, Vikas; Chamola, Vinay; Mahapatra, Atmesh; Singal, Abhinandan; Goel, Divyansh; Huang, Kaizhu; Scardapane, Simone; Spinelli, Indro; Mahmud, Mufti; Hussain, Amir
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errSave
Towards Artificial Intelligence Applications in Next Generation Cytopathology
errBIOMEDICINES
IF3.9
err2023-08-08
err12
errOAAI
errGiarnieri, Enrico; Scardapane, Simone
errShare
errSave
Continual learning with invertible generative models
errNEURAL NETWORKS
IF6.3
err2023-07-01
err1
errOAAI
errPomponi, Jary; Scardapane, Simone; Uncini, Aurelio
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errSave
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling
errieee transactions on cybernetics
IF8.7
err2023-03-01
err7
errOAAI
errComminiello, Danilo; Nezamdoust, Alireza; Scardapane, Simone; Scarpiniti, Michele; Hussain, Amir; Uncini, Aurelio
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errSave
Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-03-01
err2
errOAAI
errDevoto, Alessio; Spinelli, Indro; Murabito, Francesca; Chiovoloni, Fabrizio; Musmeci, Riccardo; Scardapane, Simone
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errSave
Inferring 3D change detection from bitemporal optical images
errISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
IF12.2
err2023-02-01
err14
errOAAI
errMarsocci, Valerio; Coletta, Virginia; Ravanelli, Roberta; Scardapane, Simone; Crespi, Mattia
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
S. Giagu
H-index: 156 · Papers: 2.8K
M
M. D’Onofrio
H-index: 150 · Papers: 2.4K
A
Amir Hussain
H-index: 81 · Papers: 1.2K
C
C. D. Sebastiani
H-index: 74 · Papers: 833
V
Vinay Chamola
H-index: 64 · Papers: 307
View more