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Facebook AI & Mila Propose ALMA: Anytime Learning at Macroscale

The English poet Alexander Pope famously wrote, “a little learning is a dangerous thing,” a pithy reminder that humans’ initial understanding of things tends to be incomplete, and additional learning is required before it’s possible to make informed decisions. Three hundred years later, the same could be said for deep learning models.

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