A collection of some of the projects I worked on in the past years.
Heterogeneous Graph Neural Networks for Action Prediction on Egocentric Action Scene Graphs
In this project I worked on implementing heterogenous graph neural networks in PyTorch Geometric to work on EASG, a novel annotation frameworks for egocentric videos. The task tested was the one of action prediction. More on this work here.