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Scopus Author ID: 57870343900
SciProfiles: 3339496

Keywords

Machine Learning, Natural Language Processing, Graph Neural Networks, Documents Similarities

Biography

Emanuele is a third-year joint PhD at MICC Lab, Florence (Italy), and at CVC, Barcelona (Spain). His research interests encompass multi-modal learning (vision and language integration), sensors, and robotic platforms, with a focus on multi-spectrum and multi-modal sensory data fusion. He won a two-year scholarship with NATO project SPS G-7563 for developing and researching solutions for landmine detection using robotics systems. He collaborated with USCND Lab and MICC Lab in Florence (Italy), as well as partners in F&M (USA), JUST (Jordan) and RE NASU (Ukrain). Throughout his academic career, Emanuele has made significant contributions as a first author to various conferences and journal articles. His works also cover a diverse range of topics, including document and table analysis, understanding comics and manga for visual impaired people, designing frameworks for reproducibility of experiments, and exploring multi-sensory data integration.

Activities

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Employment (4)

Universitat Autònoma de Barcelona: Cerdanyola del Vallès, Catalonia, ES

2023-10-01 to 2026-04-01 | PhD student (Computer Vision Center)
Employment
Source: Self-asserted source
Emanuele Vivoli

University of Florence: Florence, Tuscany, IT

2022-11-01 to 2025-11-01 | PhD student (MICC)
Employment
Source: Self-asserted source
Emanuele Vivoli

Universitat Autònoma de Barcelona: Barcelona, Catalunya, ES

2022-04-05 to 2022-07-05 | Intern (Computer Vision Center)
Employment
Source: Self-asserted source
Emanuele Vivoli

University of Florence: Florence, Toscana, IT

2021-08-16 to 2022-04-05 | Research Fellow (DINFO)
Employment
Source: Self-asserted source
Emanuele Vivoli

Education and qualifications (4)

University of Florence: Florence, Toscana, IT

2018-12-12 to 2021-07-27 | Master's (Computer Science and Engineering)
Education
Source: Self-asserted source
Emanuele Vivoli

University of Lisbon: Lisbon, Lisboa, PT

2019-09-05 to 2020-02-28 | Erasmus+ student (Faculty of Science and Technology)
Education
Source: Self-asserted source
Emanuele Vivoli

Luleå tekniska universitet: Luleå, Norrbotten, SE

2019-06-10 to 2019-09-05 | visiting research ( EISLAB)
Education
Source: Self-asserted source
Emanuele Vivoli

University of Florence: Florence, Toscana, IT

2015-09-15 to 2018-12-11 | Bachelor's (Computer Science and Engineering)
Education
Source: Self-asserted source
Emanuele Vivoli

Works (12)

ComiCap: A VLMs pipeline for dense captioning of Comic Panels

arXiv
2024 | Other
DOI: 10.48550/arXiv.2409.16159
EID:

2-s2.0-85206214765

Part of ISSN: 23318422
Contributors: Vivoli, E.; Biondi, N.; Bertini, M.; Karatzas, D.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Comics Datasets Framework: Mix of Comics Datasets for Detection Benchmarking

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024 | Conference paper
DOI: 10.1007/978-3-031-70645-5_11
EID:

2-s2.0-85204618288

Part of ISBN: 9783031706448
Part of ISSN: 16113349 03029743
Contributors: Vivoli, E.; Campaioli, I.; Nardoni, M.; Biondi, N.; Bertini, M.; Karatzas, D.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding

arXiv
2024 | Other
DOI: 10.48550/arXiv.2407.03550
EID:

2-s2.0-85200208496

Part of ISSN: 23318422
Contributors: Vivoli, E.; Bertini, M.; Karatzas, D.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Deep Learning-Based Real-Time Detection of Surface Landmines Using Optical Imaging

Remote Sensing
2024 | Journal article
DOI: 10.3390/rs16040677
EID:

2-s2.0-85185719724

Part of ISSN: 20724292
Contributors: Vivoli, E.; Bertini, M.; Capineri, L.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier
grade
Preferred source (of 2)‎

Multimodal Transformer for Comics Text-Cloze

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024 | Conference paper
DOI: 10.1007/978-3-031-70552-6_8
EID:

2-s2.0-85204531155

Part of ISBN: 9783031705519
Part of ISSN: 16113349 03029743
Contributors: Vivoli, E.; Lafuente Baeza, J.; Valveny Llobet, E.; Karatzas, D.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

One missing piece in Vision and Language: A Survey on Comics Understanding

arXiv
2024 | Other
DOI: 10.48550/arXiv.2409.09502
EID:

2-s2.0-85206485186

Part of ISSN: 23318422
Contributors: Vivoli, E.; Barsky, A.; Souibgui, M.A.; LLabrés, A.; Bertini, M.; Karatzas, D.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Towards Generative Class Prompt Learning for Fine-grained Visual Recognition

arXiv
2024 | Other
DOI: 10.48550/arXiv.2409.01835
EID:

2-s2.0-85204880161

Part of ISSN: 23318422
Contributors: Chattopadhyay, S.; Biswas, S.; Vivoli, E.; Lladós, J.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

CTE: A Dataset for Contextualized Table Extraction

CEUR Workshop Proceedings
2023 | Conference paper
EID:

2-s2.0-85151979827

Part of ISSN: 16130073
Contributors: Gemelli, A.; Vivoli, E.; Marinai, S.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Deep-learning for dysgraphia detection in children handwritings

DocEng 2023 - Proceedings of the 2023 ACM Symposium on Document Engineering
2023 | Conference paper
DOI: 10.1145/3573128.3609351
EID:

2-s2.0-85173561735

Part of ISBN: 9798400700279
Contributors: Gemelli, A.; Marinai, S.; Vivoli, E.; Zappaterra, T.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Error Assessment of Microwave Holography Inversion for Shallow Buried Objects

2023 12th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2023
2023 | Conference paper
DOI: 10.1109/IWAGPR57138.2023.10328963
EID:

2-s2.0-85181541967

Part of ISBN: 9798350337884
Contributors: Vivoli, E.; Bossi, L.; Bertini, M.; Falorni, P.; Capineri, L.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

MUST-VQA: MUltilingual Scene-Text VQA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
DOI: 10.1007/978-3-031-25069-9_23
EID:

2-s2.0-85151060461

Part of ISBN: 9783031250682
Part of ISSN: 16113349 03029743
Contributors: Vivoli, E.; Biten, A.F.; Mafla, A.; Karatzas, D.; Gomez, L.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents

Proceedings - International Conference on Pattern Recognition
2022 | Conference paper
DOI: 10.1109/ICPR56361.2022.9956590
EID:

2-s2.0-85143609739

Part of ISBN: 9781665490627
Part of ISSN: 10514651
Contributors: Gemelli, A.; Vivoli, E.; Marinai, S.
Source: Self-asserted source
Emanuele Vivoli via Scopus - Elsevier

Peer review (3 reviews for 2 publications/grants)

Review activity for Multimedia tools and applications. (1)
Review activity for Pattern recognition. (2)
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