Exciting news, for me and possibly for you! This post marks my first PhD call where I will be leading the research direction of the successful candidate in collaboration with Alessio Del Bue (IIT) and Sebastiano Vascon (Ca’ Foscari University of Venice). So, we are looking for someone with interest in pursuing a PhD in Visual Reasoning to join the Pattern Analysis and Computer Vision Department of the Italian Institute of Technology (IIT). The University of Genova are the awarding body of this PhD, so please be careful of the details which can be found on the University of Genova website.
Machine ability to detect objects within images has surpassed human ability, however, when posed with relatively simple more complex tasks machines quickly struggle. This theme focuses on developing AI systems that are able to access knowledge stored in Knowledge Graphs to understand the world around the camera view. Few works have successfully integrated knowledge in Computer Vision systems and knowledge graphs provide one avenue. This research will study methods to integrate knowledge for user interaction via retrieval or visual question and answering within real world environments. In particular, shallow and deep graph-based methodologies are promising computational framework to include external knowledge and also maintaining a high degree of interpretability, a necessary feature for modern AI systems.
To apply, follow the instructions indicated at the following links where the notice of public examination in Italian and in English are published:
In short, the documentation to be submitted is a detailed CV, a research proposal under one or more themes chosen among Theme K or the other themes (please, see also a project proposal template at the link indicated below), reference letters, and any other formal document concerning the degrees earned.
Please note that these documents are mandatory in order to consider valid the application.
IMPORTANT: In order to apply, candidates must prepare a research proposal based on the research topics above mentioned.
Please, follow these indications to prepare it:
ONLINE APPLICATION DEADLINE is June 15th, 2020 at 12:00 p.m. (noon, Italian time/CEST)
STRICT DEADLINE, NO EXTENSION.
Please note your in-name supervisor will be Dr. Alessio Del Bue who leads the Pattern Analysis and Computer Vision department, however, your research activities will be led by myself. The Italian application process applies to a call, not a tutor/supervisor, where supervisor are selected based on the most suitable.