Schedule (Eastern Time)
09:00—09:05 Introduction
09:05—09:40 Invited Talk: Christoph H. Lampert "Learning Theory for Continual and Meta-Learning"
Live Q&A 9:35-9:40 -- AskQuestions!
09:40–09:55 Spotlight: Wandering Within a World: Online Contextualized Few-Shot Learning
09:55–10:30 Invited Talk: Razvan Pascanu "Continual Learning from an Optimization/Learning-dynamics perspective"
Live Q&A 10:25-10:30 AskQuestions!
10:30–10:45 Spotlight: SOLA: Continual Learning with Second-Order Loss Approximation
10:45–11:20 Invited Talk: Bing Liu "Learning on the Job in the Open World"
Live Q&A 11:15-11:20 AskQuestions!
11:20–11:35 Spotlight: Continual Learning from the Perspective of Compression
11:35–12:00 Break
12:00–13:30 Panel (Christoph, Razvan, Bing, Jeff, Alyosha)
13:30–14:30 Poster Session (All Papers)
14:30–15:05 Invited Talk: Claudia Clopath "Continual learning though consolidation – a neuroscience angle"
Live Q&A 15:00-15:05 AskQuestions!
15:05–15:20 Spotlight: Deep Reinforcement Learning amidst Lifelong Non-Stationarity
15:20–15:55 Invited Talk: Jeff Clune "Learning to continually learn"
Live Q&A 15:50-15:55 AskQuestions!
15:55–16:10 Spotlight: Supermasks in Superposition
16:10–16:45 Live Invited Talk: Alexei (Alyosha) Efros "Imagining a Post-Dataset Era"
Live Q&A 16:40-16:45 AskQuestions!
16:45–17:00 Best paper: Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics
17:00–17:05 Closing remarks
17:05–18:00 Poster Session (All Papers)