I work on two problems: 1) Developing a theory of how the brain works, and 2) building machines that work like the brain. I am fortunate to collaborate with excellent researchers at DeepMind and previously at Vicarious to grapple with these problems. Some of the results from our investigations are in the papers and manuscripts below.
This generative model emphasized:
Perspective paper discussing:
Learning Attention-controllable border-ownership for objectness and binding. Biorxiv: Introduces a model that tackles the binding problem.