Talks and Presentations

📅 2025

15/09/2025 — A journey through bias mitigation approaches

🎓 Tutorial: “A journey through model debiasing: from methods to applications”, International Conference on Image Analysis and Processing (ICIAP) 2025, Roma, Italia.

19/10/2025 — Are X-ray landmark detection models fair? A preliminary assessment and mitigation strategy

🎤 Oral presentation at ICCV 2025, STREAM Workshop.

📅 2024

16/07/2024 — In Domain Transfer Learning for Prostate MRI Segmentation

🎤 Oral presentation at ICPRS 2024, London, UK.

01/07/2024 — Unsupervised bias mitigation in image classification: an anomaly detection approach

🎓 Invited talk at Università degli Studi di Verona, Dipartimento di Informatica.

📅 2023

15/09/2023 — GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition

🎤 Oral presentation at ICIAP 2023, Udine, Italia.

10/09/2023 — Il plancton e l’intelligenza artificiale per monitorare la salute dei nostri mari

🎓 Festival della Comunicazione di Camogli, Italia.

10/08/2023 — An unsupervised learning approach to support phenotype-to-genotype mapping in budding yeast vacuoles

🎓 Invited talk at NSF Center for Cellular Construction (CCC), Tiburon, San Francisco, California, U.S.

07/06/2023 — CNN applications

🎓 Invited talk at MaLGa Summer School of Computer Vision and Deep Learning, UNIGE.

07/03/2023 — Efficient unsupervised learning of plankton images with compressed deep features

🎓 Invited talk at NSF Center for Cellular Construction (CCC), Tiburon, San Francisco, California, U.S.

26/01/2023 — Plankton as biosensor with machine learning: the importance of representation

🎓 Invited talk at Laboratoire I3S, Sophia Antipolis, France.

📅 2022

22/08/2022 — Efficient unsupervised learning for plankton images

🎤 Oral presentation at ICPR 2022, Montreal, Canada.

25/02/2022 — An anomaly detection approach for plankton species discovery

🎤 Oral presentation at ICIAP 2021, Lecce, Italia.

11/02/2022 — Explainable AI for biological data analysis

🎤 Oral presentation at Ital-IA, secondo Convegno Nazionale CINI sull'Intelligenza Artificiale.

📅 2020

26/05/2020 — Machine learning for cellular biosensing

🎓 Invited talk, MaLGa Seminar Series – Statistical Learning and Optimization.

📅 2019

23/10/2019 — Plankton: Unsung Heroes Planet Ocean

🎓 Invited talk at Green Talk, San Jose State University (SJSU), San Jose, California, U.S.

21/05/2019 — Using Plankton as biosensor

🎤 Oral presentation at SIAM Conference on Applications of Dynamical Systems, Snowbird, Utah, U.S.

04/03/2019 — Establishing the baseline for using plankton as biosensor

🎤 Oral presentation at SPIE Photonics West 2019, San Francisco, California, U.S.

30/04/2019 — AI-powered Microscope for saving the environment

🎓 25th CNSF Annual Meeting, Capitol Hill, Washington D.C., U.S.
Blog: Link

24/04/2019 — Unsupervised learning of plankton for classification and anomaly detection

🎓 Invited talk at Monterey Bay Aquarium Research Institute (MBARI), Monterey, California, U.S.