Research Topics in Self Supervised Learning and World Models

Catalog description

We will cover everything around state-of-the-art Self Supervised Learning (SSL) pipelines, starting from the basics. Background will be provided along with in-depth implementation details. We will cover computer vision, multimodal, and world models. Coding exercises will have to be completed as well as research group projects to implement our own alternative solutions. Guest lectures from top SSL researchers will also take place throughout the semester.