[April 29th 2020] ContinualAI Online Meetup: "Real-World Applications of Continual Learning" Description: In this meeting we discussed about how continual learning alorithms can be used in the real-world! As always we started with a series of spotlight 15 minutes presentations from 4 Continual Learning experts and later we had a fun, 30 minutes open debate on the topic.
The speakers for this meetup were:
• Tom Diethe (Amazon Research): "Continual Learning in Practice"
• Keval Doshi (University of South Florida): "Continual Learning for Anomaly Detection in Surveillance Videos"
• Lorenzo Pellegrini (University of Bologna): "CORe: an Android App for Continual Object Recognition at the Edge"
• Dani Kiyasseh (University of Oxford): "CLOPS: Continual Learning of Physiological Signals"
You can find the slides and more references in our forum:
During the debate we also tried to address the following questions:
• Is Continual Learning ready for real-world production environments and business scenarios?
• What are the best practical use-cases in which CL may excel today or in the near future?
• How can we scale current research algorithms to bigger and more interesting problems?
• Are we ready as businesses, research and society for the next wave of adaptive AI agents?
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