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Alessio Mascolini
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 7
Top Topics
Detect Anomalies
Anomaly Detection
Supervised Learning
Annotated Images
Top Venues
CoRR
IECON
FDL
BMC Bioinform.
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Publications
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Luigi Capogrosso
,
Alessio Mascolini
,
Federico Girella
,
Geri Skenderi
,
Sebastiano Gaiardelli
,
Nicola Dall'Ora
,
Francesco Ponzio
,
Enrico Fraccaroli
,
Santa Di Cataldo
,
Sara Vinco
,
Enrico Macii
,
Franco Fummi
,
Marco Cristani
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0.
CoRR
(2023)
Alessio Mascolini
,
Sebastiano Gaiardelli
,
Francesco Ponzio
,
Nicola Dall'Ora
,
Enrico Macii
,
Sara Vinco
,
Santa Di Cataldo
,
Franco Fummi
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line.
IECON
(2023)
Luigi Capogrosso
,
Alessio Mascolini
,
Federico Girella
,
Geri Skenderi
,
Sebastiano Gaiardelli
,
Nicola Dall'Ora
,
Francesco Ponzio
,
Enrico Fraccaroli
,
Santa Di Cataldo
,
Sara Vinco
,
Enrico Macii
,
Franco Fummi
,
Marco Cristani
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper.
FDL
(2023)
Alessio Mascolini
,
Dario Cardamone
,
Francesco Ponzio
,
Santa Di Cataldo
,
Elisa Ficarra
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations.
BMC Bioinform.
23 (1) (2022)
Alessio Mascolini
,
Dario Cardamone
,
Francesco Ponzio
,
Santa Di Cataldo
,
Elisa Ficarra
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study.
CoRR
(2021)
Valerio Mieuli
,
Francesco Ponzio
,
Alessio Mascolini
,
Enrico Macii
,
Elisa Ficarra
,
Santa Di Cataldo
A Bayesian approach to Expert Gate Incremental Learning.
IJCNN
(2021)
Alessio Mascolini
,
S. Puzzo
,
G. Incatasciato
,
Francesco Ponzio
,
Elisa Ficarra
,
Santa Di Cataldo
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images.
IIH-MSP (1)
(2017)