Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation

1 code implementation • 21 Mar 2021 • Sahib Julka, Vishal Sowrirajan, Joerg Schloetterer, Michael Granitzer

During prediction, CSG forecasts future speed from latent space and conditions its generation based on it.

Trajectory Prediction

Investigating Extensions to Random Walk Based Graph Embedding

no code implementations • 17 Feb 2020 • Joerg Schloetterer, Martin Wehking, Fatemeh Salehi Rizi, Michael Granitzer

Graph embedding has recently gained momentum in the research community, in particular after the introduction of random walk and neural network based approaches.

Graph Embedding Link Prediction +1

Shortest path distance approximation using deep learning techniques

1 code implementation • 12 Feb 2020 • Fatemeh Salehi Rizi, Joerg Schloetterer, Michael Granitzer

Computing shortest path distances between nodes lies at the heart of many graph algorithms and applications.