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Gianmarco Perantoni

Orcid: 0000-0002-1146-1035

According to our database1, Gianmarco Perantoni authored at least 6 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification.
[BibTeX]
[DOI]
Chenying Liu
,
Gianmarco Perantoni
,
Lorenzo Bruzzone
,
Xiao Xiang Zhu
CoRR, October, 2025

A class-driven hierarchical ResNet for classification of multispectral remote sensing images.
[BibTeX]
[DOI]
Giulio Weikmann
,
Gianmarco Perantoni
,
Lorenzo Bruzzone
CoRR, October, 2025

A deep multiple instance learning approach based on coarse labels for high-resolution land-cover mapping.
[BibTeX]
[DOI]
Gianmarco Perantoni
,
Lorenzo Bruzzone
CoRR, October, 2025

A Semantics-Aware Hierarchical Self-Supervised Approach to Classification of Remote Sensing Images.
[BibTeX]
[DOI]
Giulio Weikmann
,
Gianmarco Perantoni
,
Lorenzo Bruzzone
CoRR, October, 2025

2024
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models.
[BibTeX]
[DOI]
Gianmarco Perantoni
,
Giulio Weikmann
,
Lorenzo Bruzzone
Proceedings of the IGARSS 2024, 2024

2022
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data.
[BibTeX]
[DOI]
Gianmarco Perantoni
,
Lorenzo Bruzzone
IEEE Trans. Geosci. Remote. Sens., 2022


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