Egocentric Video Understanding across Modalities and Domains

• I have been selected for the participation to the Doctoral Consortium @ICCV 2023. Attached is the Research Statement. Selection was 10% of all the applications, based on academic merits. (2023)
• 3rd place at the EPIC-Kitchens Unsupervised Domain Adaptation challenge for Action Recognition presented at the IEEE/CVF Computer Vision and Pattern Recognition conference (CVPR '21) (2023)
• 2nd place at the EPIC-Kitchens Unsupervised Domain Adaptation challenge for Action Recognition presented at the IEEE/CVF Computer Vision and Pattern Recognition conference (CVPR '23) (2023)
• DAUIN PhD Day for companies, Pitch video of my research: https://youtu.be/9ZTQqs2FYOU?si=i2xQJ733YMPMHzkW (2023)
• Internship in Google Research, in Zurich, from April 2024 until now. (2024)
• 2024 - Participation to the PhD Quality Award for cycle XXXVI (2024)
• DAUIN PhD poster day 2023 (2023)
• PitchD Video: https://www.youtube.com/watch?v=07zripTUWcQ (2024)
• DAUIN PhD poster day 2022 (2022)

Master of Science

• Machine learning and Deep learning. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Machine learning and Deep learning. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

• Planamente, Mirco; Plizzari, Chiara; Peirone, Simone Alberto; Caputo, Barbara; Bottino, ... (2024)
  Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification. In: INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 132, pp. 2618-2638. ISSN 0920-5691
  Contributo su Rivista
• Plizzari, Chiara; Goletto, Gabriele; Furnari, Antonino; Bansal, Siddhant; Ragusa, ... (2024)
  An outlook into the future of egocentric vision. In: INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 132, pp. 4880-4936. ISSN 0920-5691
  Contributo su Rivista
• Plizzari, Chiara (2024)
  Egocentric video understanding across modalities and domains. relatore: CAPUTO, BARBARA; , 36. XXXVI Ciclo, P.: 229
  Doctoral Thesis
• Neubert, Julian; Planamente, Mirco; Plizzari, Chiara; Caputo, Barbara (2023)
  LCMV: Lightweight Classification Module for Video Domain Adaptation. In: 22nd International Conference on Image Analysis and Processing (ICIAP 2023), Udine (ITA), September 11–15, 2023, pp. 270-282. ISSN 0302-9743. ISBN: 978-3-031-43152-4
  Contributo in Atti di Convegno (Proceeding)
• Plizzari, Chiara; Perrett, Toby; Caputo, Barbara; Damen, Dima (2023)
  What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. In: International Conference on Computer Vision 2023, Paris (FR), 01-06 October 2023, pp. 13610-13620. ISBN: 979-8-3503-0718-4
  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. ISBN: 978-1-6654-6946-3
  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; 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, C.; Cannici, M.; Matteucci, M. (2021)
  Spatial Temporal Transformer Network for Skeleton-Based Action Recognition. In: 25th International Conference on Pattern Recognition Workshops, ICPR 2020, ita, 2021, pp. 694-701. ISSN 0302-9743. ISBN: 978-3-030-68795-3
  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
• Plizzari, C.; Cannici, M.; Matteucci, M. (2021)
  Skeleton-based action recognition via spatial and temporal transformer networks. In: COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 208-209 (103219). ISSN 1077-3142
  Contributo su Rivista
• Cannici, Marco; Plizzari, Chiara; Planamente, Mirco; Ciccone, Marco; Bottino, Andrea; ... (2021)
  N-ROD: a Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation. In: CVPR 2021 Workshop on Event-based Vision, Virtual conference, 19-25 June 2021, pp. 1342-1347
  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)