Today we’re speaking with three researchers: Karan Grewal, Abhi Iyer and Akash Velu, about multi-task learning and how their new brain-inspired approach can help tackle it.We’ll be discussing what a task is, what exactly we mean by multi-task systems, distances between tasks, the difference between continual learning and multi-task learning, catastrophic forgetting, catastrophic interference and their causes, various approaches out there like context-dependent gating and synaptic intelligence...
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