Davide Talon

Davide Talon is a Research Fellow at Fondazione Bruno Kessler (FBK) working on efficient multi-modal learning as part of the Deep Visual Learning (DVL) unit under Prof. Elisa Ricci and Dr. Yiming Wang. He holds a PhD in Computer Vision from the University of Genova and the Italian Institute of Technology (IIT), with prior degrees from the University of Padova.

His research spans deep learning, representation learning, vision-language models, and causality, with significant contributions in fashion image generation, visual question answering, and domain adaptation. Talon has published extensively in top-tier conferences including CVPR, ICCV, and WACV, with multiple papers accepted for 2025 venues.

As an educator, he teaches Introduction to Machine Learning for the Data Science Master Program and Advanced Multimodal Learning for the IECS Doctoral School at the University of Trento. His service to the academic community includes roles as Workshop Organizer for GreenFOMO@ECCV24, Area Chair for BMVC25, and reviewer for major computer vision conferences and journals.

His recent work demonstrates strong interdisciplinary focus, particularly in translating abstract language for vision-language models and developing novel approaches to fashion image generation and domain adaptation problems.