ContinualAI

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Review and evaluation of recurrent models in continual learning

Never-ending data streams urge the dawn of an adaptive machine learning paradigm, enabling continual learning from non-stationary data.

Continual Learning, Incremental Learning, Lifelong Learning, or Online Learning are similar research fields which aim at learning an…

Bringing State-of-the-art Continual Learning to Embedded Devices

After a discussion on the Continual Learning Slack (continualai.slack.com join us !), it looks like the use of task labels is not always…

The new “Agile” in the Machine Learning Era

Vincenzo Lomonaco, Keiland Cooper, Natalia Díaz Rodríguez, Timothée Lesort, German I. Parisi, Davide Maltoni, Lorenzo Pellegrini, Giacomo…

CORe50 is a dataset specifically designed for Continual Learning. However, it can be used as static dataset for tasks such as Object…