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breed in kennis  -  sterk in techniek
Over ons Praktische zaken Waar vindt u ons dr. G.M. (Gido) van de Ven

Research interests

An important goal of my research is to understand the computational principles of continual learning, a crucial skill for both artificial and biological learning agents. I do this through a combination of conceptual analysis, computational modelling, deep neural network implementations and collaborations with experimental labs. Another research direction I am interested in is using insights and intuitions from neuroscience to make the behavior of deep neural networks more human-like.

Publicaties

Aligning generalization between humans and machines

Continual learning and catastrophic forgetting

Continual learning in the presence of repetition

Learning continually with representational drift

Simple Lifelong Learning Machines

Aligning Generalisation Between Humans and Machines

Continual Learning: Applications and the Road Forward

Continual Learning: Applications and the Road Forward

Continual Learning of Diffusion Models with Generative Distillation

Continual Learning of Diffusion Models with Generative Distillation

Sustainable Development Goals

Meer informatie over de Sustainable Development Goals.