Paolo Rota

Ph.D. in Information and Communication Technologies, University of Trento 2015

Thesis Title: Social Interaction Analysis in Videos, from Wide to Close Perspective

M.Sc.in Telecommunications Engineering, University of Trento - 2010

Thesis Title: Tecniche di Data Hiding applicate a segnali ECG - rel. Prof. Farid Melgani e Prof.ssa Giulia Boato

• Postdoc at TU Wien (Austria) 2015-2017
• Postdoc at IIT Genova 2017-2018
• Postdoc at DII - University of Trento 2018-2019
• RTDa at DISI - University of Trento 2019-2022

My research interests are in the field of AI, in particular in Machine Learning for Vision. I am particularly interested in learning techniques under minimal supervision, such as unsupervised/open-set/source-free domain adaptation, incremental and curriculum learning. I am also interested in multimodal machine learning and cross-modal learning. In the past few years, I have collaborated with various institutions, such as Georgia Institute of Technology, TU Wien, Universita’ di Verona, INRIA Grenoble, and Hong Kong University of Sciences and Technology (HKUST), to name a few.

• Action and activity recognition
• Domain Adaptation
• Self-supervised learning
• Natural Language Supervision
• Video Understanding
• Open-vocabulary recognition

ELLIS Member - https://ellis.eu/