The Italian Institute of Technology (IIT) and the University of Genoa are offering 4 PhD scholarships on Computational Vision, Automatic Recognition, and Learning. Research and training activities will be jointly conducted between the DITEN Department of the University of Genoa and IIT infrastructures in Genoa, at the PAVIS - Pattern Analysis and Computer Vision Research line. The PhD program will focus on various research topics, including 3D scene understanding, multi-modal learning, self-supervised and unsupervised deep learning, generative models for human and scene generation, novel graph operators for learning on large-scale and temporal data, and domain adaptation and generalization.