Deep Learning & Vision
Gul Varol
Slides
Intro to transformers
Lucas Beyers
ML for healthcare
Mihaela van der Schaar
Self-supervised Learning
Miguel Sarabia, Jason Ramapuram, Dan Busbridge
NLP
Kyunghyun Cho
Slides 1, Slides 2
Large Language Models
Angeliki Lazaridou
LLMs & Ethics
Roma Patel
GANs
Mihaela Rosca
VAEs + AR
Nal Kalchbrenner
Diffusion
Tim Salimans
ML & Art/Creativity
Luba Elliott
Intro to RL
Amy Zhang
Deep RL
Doina Precup
Meta-learning and Continual-learning
Luisa Zintgraf
AI & Science
James Kirkpatrick
Robotics & multi-agent
Amanda Prorok
Graph Neural Nets
Xavier Bresson
The future of ML
Christopher Bishop