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Alessio Mascolini

3 papers hereh-index 443 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedExploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study

22 citations · 25 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 3 cited

VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio +5

Detecting complex anomalies on massive amounts of data is a crucial task in Industry 4.0, best addressed by deep learning. However, available solutions are computationally demandin…

cs.LG2023

Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0

Luigi Capogrosso, Alessio Mascolini, Federico Girella +10

Industry 4.0 involves the integration of digital technologies, such as IoT, Big Data, and AI, into manufacturing and industrial processes to increase efficiency and productivity. A…

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