Schedule

Introduction to the Workshop (Mark Ring, Razvan Pascanu, Yee Whye Teh, Marc Pickett)

Spotlight #1 (Towards a natural benchmark for continual learning)

Spotlight #2 (Don’t forget, there is more than forgetting: new metrics for Continual Learning)

Spotlight #3 (Continual Learning by Maximizing Transfer and Minimizing Interference )

Invited Talk #1 (Chelsea Finn: Meta-learning across time)

Coffee Break & Posters

Invited Talk #2 (Raia Hadsell: Continual Learning FTW)

Invited Talk #3 (Marc'Aurelio Ranzato: Why Efficiency Matters in Continual Learning)

Lunch & Posters

Invited Talk #4 (Juergen Schmidhuber: Continual Lifelong Meta-Reinforcement Learning & Artificial Curiosity)

Invited Talk #5 (Yarin Gal: Towards Robust Evaluations of Continual Learning)

Coffee Break & Posters

Spotlight #4 (Improving and Understanding Variational Continual Learning)

Spotlight #5 (Selfless Sequential Learning)

Spotlight #6 (Training Recurrent Neural Networks for Lifelong Learning)

Overview of DARPA's Life-long learning program (Hava Siegelmann)

Invited Talk #6 (Martha White: Another Laundry List for Continual Learning)

Panel Discussion