
Ph.D. in Ingegneria Informatica E Dei Sistemi , 35th cycle (2019-2022)
Ph.D. obtained in 2023
Dissertation:
Visual Domain Generalization via Self-Supervised Learning (Abstract)
Tutors:
Tatiana TommasiTeaching
Teachings
Master of Science
- Machine Learning and Artificial Intelligence. A.A. 2019/20, 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
Bachelor of Science
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Bucci, Silvia (2023)
Visual Domain Generalization via Self-Supervised Learning. relatore: TOMMASI, TATIANA; , 35. XXXV Ciclo, P.: 175
Doctoral Thesis - Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana (2022)
Contrastive Learning for Cross-Domain Open World Recognition. In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto (Giappone), 23-27 ottobre 2022, pp. 10133-10140. ISBN: 978-1-6654-7927-1
Contributo in Atti di Convegno (Proceeding) - Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana (2022)
Semantic Novelty Detection via Relational Reasoning. In: European Conference on Computer Vision ECCV 2022, Tel Aviv (Israel), October 23–27, 2022, pp. 183-200. ISSN 0302-9743. ISBN: 978-3-031-19805-2
Contributo in Atti di Convegno (Proceeding) - Bucci, S.; D'Innocente, A.; Liao, Y.; Carlucci, F. M.; Caputo, B.; Tommasi, T. (2022)
Self-Supervised Learning Across Domains. In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 44, pp. 5516-5528. ISSN 0162-8828
Contributo su Rivista - Bucci, Silvia; Ignacio Delgado Centeno, Jose; Gaffinet, Ben; Liang, Ziyi; Bickel, ... (2022)
Thermophysical Change Detection on the Moon with the Lunar Reconnaissance Orbiter Diviner sensor. In: Neural Information Processing Systems "Machine Learning and the Physical Sciences" Workshop (ML4PS), New Orleans, Louisiana
Contributo in Atti di Convegno (Proceeding) - Ferreri, Andrea; Bucci, Silvia; Tommasi, Tatiana (2021)
Multi-Modal RGB-D Scene Recognition Across Domains. In: IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2021, Virtual, October 11-17, 2021, Virtual, October 11-17, 2021, pp. 2199-2208. ISBN: 978-1-6654-0191-3
Contributo in Atti di Convegno (Proceeding) - Bucci, Silvia; Loghmani, Mohammad Reza; Tommasi, Tatiana (2020)
On the Effectiveness of Image Rotation for Open Set Domain Adaptation. In: European Conference on Computer Vision ECCV 2020, Glasgow (UK), August 23–28 2020, pp. 422-438. ISSN 1611-3349. ISBN: 978-3-030-58516-7
Contributo in Atti di Convegno (Proceeding) - D'Innocente, Antonio; CAPPIO BORLINO, Francesco; Bucci, Silvia; Caputo, Barbara; ... (2020)
One-Shot Unsupervised Cross-Domain Detection. In: European Conference on Computer Vision ECCV 2020
Contributo in Atti di Convegno (Proceeding) - Fabio Maria Carlucci, ; D'Innocente, Antonio; Bucci, Silvia; Caputo, Barbara; Tommasi, ... (2019)
Domain Generalization by Solving Jigsaw Puzzles. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR2019, Long Beach, CA (USA), 15-20 June 2019, pp. 2224-2233. ISBN: 978-1-7281-3293-8
Contributo in Atti di Convegno (Proceeding) - Bucci, Silvia; D'Innocente, Antonio; Tommasi, Tatiana (2019)
Tackling partial domain adaptation with self-supervision. In: 20th International Conference on Image Analysis and Processing, ICIAP 2019, ita, 2019, pp. 70-81. ISBN: 978-3-030-30644-1
Contributo in Atti di Convegno (Proceeding)