Giulia Pasquale is a Ph.D. candidate in deep learning for robotic vision at the Istituto Italiano di Tecnologia, iCub Facility, and at the University of Genoa, Italy, Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), under the supervision of Professor Lorenzo Natale and Professor Lorenzo Rosasco. In 2010, Giulia graduated with honours in biomedical engineering at the University of Genoa and in 2013 she was awarded with honors an M.D. in bioengineering, neuroengineering curriculum, at the same university. Her research activity involves machine learning, computer vision, robotics, and GPU computing, focusing on visual recognition for robotic systems. She is particularly interested in representation learning, incremental and lifelong learning, and perceptual and implicit learning, with the ultimate goal of developing reliable, adaptive, and efficient visual recognition systems for autonomous machines.