I am a postdoctoral researcher working on “Visualizing Climate Change” project supervised by Prof. Yoshua Bengio.
We are developing an interactive application and educational tool that will produce personalized, accurate and vivid renderings of the future outcomes of climate change.
As a game developer I am creating large 3D city environments using Unity3D game engine. From that simulated worlds we are generating synthetic data to train GANs. Also supervising the simulation and development part of the team.
You can help the project by sending us images of different climate catastrophes to https://climatepix.mila.quebec/
For more info please read our recent article: “Using Simulated Data to Generate Images of Climate Change”.
I’m a visiting researcher at Ubisoft La Forge as well. Using Ubisoft games to improve visual quality of resulting images generated by our GAN models.