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12/23/2022
Human Activity Recognition in an Open World
Managing novelty in perception-based human activity recognition (HAR) is...
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10/31/2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities
Much of the existing work on text novelty detection has been studied at ...
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03/17/2022
AI Autonomy: Self-Initiation, Adaptation and Continual Learning
As more and more AI agents are used in practice, it is time to think abo...
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10/21/2021
Self-Initiated Open World Learning for Autonomous AI Agents
As more and more AI agents are used in practice, it is time to think abo...
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09/06/2021
Zero-Shot Open Set Detection by Extending CLIP
In a regular open set detection problem, samples of known classes (also ...
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05/13/2021