Projects

DTU Master Thesis
3D Ken Burns effect with Generative Adversarial networks.
Pierre Le Jeune
Code Video
DTU Master Thesis
Image Enhancement with GANs
Exposure is a fundamental component of a good picture. However, it can be quite challenging to set the camera parameters to get it right. Overexposed shots can be corrected, but this also demands some expertise.
Pierre Le Jeune
PDF Code Slides
Doom Reinforcement Learning
Training deep reinforcement models to kill demons.
Pierre Le Jeune
PDF Code Video
Doom Reinforcement Learning
What makes a great NBA player
Analysis of the characteristics that define a NBA legend and cool d3.js visualization.
Pierre Le Jeune, Marouann Cheikh
Code
What makes a great NBA player
Bayesian Data Augmentation with GANs
For years, deep learning methods have proved to be really effective. Major breakthroughs have been made thanks to those kind of models in the past few years, in computer vision, medicine, robotic, etc.
Pierre Le Jeune
PDF Code
Learning structure with GNNs
Training GNNs to learn interactions between particles from their simulated trajectories. It mainly uses Neural relational inference.
Code
Learning structure with GNNs