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Continual Improvement of Threshold-Based Novelty Detection
When evaluated in dynamic, open-world situations, neural networks struggle to detect unseen classes.
Embodied Lifelong Learning for Task and Motion Planning
A robot deployed in a home over long stretches of time faces a true lifelong learning problem.
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