ML Researchers - Continuous Learning Fast Weights & Adapters

DevDay wish list 🎁 1. Continuous learning research. I want to hear about any serious effort toward continuous learning, ideally parameterized learning, fast weights, adapters, or some other form of persistent model updating rather than just increasingly sophisticated context