In this talk, I will highlight some recent work performed in our group on the topic of continual learning. In particular, I'll describe how we extend our earlier work on MAS to a task-free setting, able to learn from streaming data (CVPR19), and how to use (optimally select) exemplars in each iteration for rehearsal based methods (NeurIPS19).
Tinne Tuytelaars is a research professor in the Department of Electrical Engineering at KU Leuven. Her research interests include robust image and video representations, object and action recognition, multimodal analysis, and image and video understanding. Tuytelaars received a PhD in computer science from KU Leuven. She is a member of IEEE.
Pictures: DSC9407.jpg, DSC9409.jpg