Скачать или смотреть ESEC/FSE 2020 Visions - Towards Learning Visual Semantics

This is the presentation video of my conference talk at ESEC/FSE 2020 on our paper accepted in the vision track. In this paper, we envision visual semantics learning, a novel methodology that derives high-level functional description of given software from its visual (graphical) outputs. The main contributions of our work include the introduction of the concept of visual semantics and technical approaches to learning visual semantics using program analysis and deep learning methods. Visual semantics learning essentially opens a door to automated program understanding, which is an essential step towards an automated software engineering process. More details can be found in our paper at http://chapering.github.io/pubs/fse20...