Antonio Alliegro

Master of Science

• Advanced Machine Learning. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data analysis and Artificial Intelligence. A.A. 2023/24, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso
• Advanced Machine Learning. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Advanced Machine Learning. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine Learning and Artificial Intelligence. A.A. 2020/21, INGEGNERIA MATEMATICA. Collaboratore del corso

• Caretto, Michelangelo; Alliegro, Antonio; Milazzo, Rosario; Aponte, Osmari; Gatti, ... (2026)
  A deep learning model to predict GNSS from InSAR data. In: 2nd International Workshop on Computer Vision for Environment Monitoring and Preservation, Rome (Italy), 15-19 September 2025, pp. 339-351. ISSN 0302-9743. ISBN: 978-3-032-11317-7
  Contributo in Atti di Convegno (Proceeding)
• Peirone, Simone Alberto; Pistilli, Francesca; Alliegro, Antonio; Tommasi, Tatiana; ... (2026)
  Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives. In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 48, pp. 1917-1931. ISSN 0162-8828
  Contributo su Rivista
• Alliegro, Antonio (2024)
  3D Visual Learning for Real-World Scenarios. relatore: TOMMASI, TATIANA; CAPUTO, BARBARA; , 36. XXXVI Ciclo, P.: 158
  Doctoral Thesis
• Bianco, Selene; Corcione, Valeria; Maragliano, Matteo; Chiara Rodi, Giovanna; Marangoni, ... (2024)
  EASTERN project: Earth observation models for weather event mitigation. In: SPAICE Conference on AI in and for Space, London (UK), 17 – 19 September 2024, pp. 318-322
  Contributo in Atti di Convegno (Proceeding)
• Rabino, Paolo; Alliegro, Antonio; Tommasi, Tatiana (2024)
  3D Semantic Novelty Detection via Large-Scale Pre-Trained Models. In: IEEE ACCESS, vol. 12, pp. 135352-135361. ISSN 2169-3536
  Contributo su Rivista
• Siddiqui, Yawar; Alliegro, Antonio; Artemov, Alexey; Tommasi, Tatiana; Sirigatti, ... (2024)
  MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers. In: Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA (USA), 16-22 June 2024, pp. 19615-19625. ISBN: 979-8-3503-5300-6
  Contributo in Atti di Convegno (Proceeding)
• Peirone, SIMONE ALBERTO; Pistilli, Francesca; Alliegro, Antonio; Averta, Giuseppe (2024)
  A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives. In: Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA (USA), 16-22 June 2024, pp. 18275-18285. ISBN: 979-8-3503-5300-6
  Contributo in Atti di Convegno (Proceeding)
• Alliegro, Antonio; Cappio Borlino, Francesco; Tommasi, Tatiana (2022)
  3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds. In: NeurIPS 2022 Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, Louisiana (USA), November 28th - December 9th 2022
  Contributo in Atti di Convegno (Proceeding)
• Alliegro, A; Rudorfer, M; Frattin, F; Leonardis, A; Tommasi, T (2022)
  End-to-End Learning to Grasp via Sampling from Object Point Clouds. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 7, pp. 9865-9872. ISSN 2377-3766
  Contributo su Rivista
• Alliegro, A.; Boscaini, D.; Tommasi, T. (2021)
  Joint supervised and self-supervised learning for 3D real world challenges. In: 25th International Conference on Pattern Recognition (ICPR), Milan (ITA), 10-15 January 2021, pp. 6718-6725. ISSN 1051-4651. ISBN: 978-1-7281-8808-9
  Contributo in Atti di Convegno (Proceeding)
• Alliegro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico; Tommasi, Tatiana (2021)
  Denoise and Contrast for Category Agnostic Shape Completion. In: Conference on Computer Vision and Pattern Recognition (CVPR), 20-25 June 2021, pp. 4627-4636. ISBN: 978-1-6654-4509-2
  Contributo in Atti di Convegno (Proceeding)
• Alliegro, Antonio; Boscaini, Davide; Tommasi, Tatiana (2020)
  Self-Supervision for 3D Real-World Challenges. In: 16th European Conference on Computer Vision, ECCV 2020, pp. 704-708. ISBN: 978-3-030-66414-5
  Contributo in Atti di Convegno (Proceeding)