Ph.D. in Ingegneria Informatica E Dei Sistemi , 35th cycle (2019-2022)
Ph.D. obtained in 2023
Dissertation:
Multi-Modal Learning for Cross-Domain Analysis of Egocentric Action and Object Recognition (Abstract)
Tutors:
Barbara Caputo Andrea BottinoTeaching
Teachings
Master of Science
- Machine learning and Deep learning. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Machine learning and Deep learning. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. 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
- Informatica. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Planamente, Mirco (2023)
Multi-Modal Learning for Cross-Domain Analysis of Egocentric Action and Object Recognition. relatore: CAPUTO, BARBARA; BOTTINO, ANDREA; , 35. XXXV Ciclo, P.: 232
Doctoral Thesis - Peirone, SIMONE ALBERTO; Planamente, Mirco; Caputo, Barbara; Averta, Giuseppe (2023)
Test Time Adaptation for Egocentric Vision. In: Ital-IA 2023 Thematic Workshops, Pisa, 29-30 Maggio 2023, pp. 42-47. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Planamente, Mirco; Goletto, Gabriele; Trivigno, Gabriele; Averta, Giuseppe; Caputo, ... (2023)
Toward human-robot cooperation: unsupervised domain adaptation for egocentric action recognition. In: Human-Friendly Robotics 2022 - HFR: 15th International Workshop on HumanFriendly Robotics, Delft (Netherlands), September 22 to 23, 2022, pp. 218-232. ISSN 2511-1256. ISBN: 978-3-031-22730-1
Contributo in Atti di Convegno (Proceeding) - Goletto, Gabriele; Planamente, Mirco; Caputo, Barbara; Averta, GIUSEPPE BRUNO (2023)
Bringing Online Egocentric Action Recognition Into the Wild. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 8, pp. 2333-2340. ISSN 2377-3766
Contributo su Rivista - Planamente, Mirco; Plizzari, Chiara; Alberti, Emanuele; Caputo, Barbara (2022)
Domain generalization through audio-visual relative norm alignment in first person action recognition. In: Winter Conference on Applications of Computer Vision, 03-08 January 2022, pp. 163-174
Contributo in Atti di Convegno (Proceeding) - Plizzari, Chiara; Planamente, Mirco; Goletto, Gabriele; Cannici, Marco; Gusso, Emanuele; ... (2022)
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR2022, New Orleans, LA (USA), 18-24 June 2022, pp. 19903-19915
Contributo in Atti di Convegno (Proceeding) - Planamente, Mirco; Plizzari, Chiara; Caputo, Barbara (2022)
Test-Time Adaptation for~Egocentric Action Recognition. In: International Conference on Image Analysis and Processing, ICIAP 2022, Lecce (IT), May 23–27, 2022, pp. 206-218. ISBN: 978-3-031-06432-6
Contributo in Atti di Convegno (Proceeding) - Planamente, Mirco; Goletto, Gabriele; Trivigno, Gabriele; Averta, Giuseppe; Caputo, ... (2022)
PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. In: The Tenth International Workshop on Egocentric Perception, Interaction and Computing (WCVPR22)
Contributo in Atti di Convegno (Proceeding) - Plizzari, Chiara; Planamente, Mirco; Alberti, Emanuele; Caputo, Barbara (2021)
PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. In: The Eighth International Workshop on Egocentric Perception, Interaction and Computing (WCVPR21)
Contributo in Atti di Convegno (Proceeding) - Planamente, Mirco; Plizzari, Chiara; Cannici, Marco; Ciccone, Marco; Strada, Francesco; ... (2021)
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 6, pp. 6616-6623. ISSN 2377-3766
Contributo su Rivista - Planamente, Mirco; Bottino, Andrea; Caputo, Barbara (2021)
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition. In: 25th International Conference on Pattern Recognition, ICPR 2020, Milano, 10-15 January 2021, pp. 8751-8758
Contributo in Atti di Convegno (Proceeding) - Loghmani, M. R.; Robbiano, L.; Planamente, M.; Park, K.; Caputo, B.; Vincze, M. (2020)
Unsupervised Domain Adaptation through Inter-Modal Rotation for RGB-D Object Recognition. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 5, pp. 6631-6638. ISSN 2377-3766
Contributo su Rivista - Planamente, Mirco; Russo, Paolo; Caputo, Barbara (2019)
Leveraging over depth in egocentric activity recognition. In: 1a Conferenza Italiana di Robotica e Macchine Intelligenti, Roma, 2019
Contributo in Atti di Convegno (Proceeding)