69 citations · 70 across the 4 of their papers we have counts for
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cs.LG2021
Continual learning under domain transfer with sparse synaptic bursting
Shawn L. Beaulieu, Jeff Clune, Nick Cheney
Existing machines are functionally specific tools that were made for easy prediction and control. Tomorrow's machines may be closer to biological systems in their mutability, resil…
cs.LG2020★ 69 cited
Learning to Continually Learn
Shawn Beaulieu, Lapo Frati, Thomas Miconi +4
Continual lifelong learning requires an agent or model to learn many sequentially ordered tasks, building on previous knowledge without catastrophically forgetting it. Much work ha…