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Found 4 papers, 2 papers with code
Cross-Domain Continual Learning via CLAMP
To this end, this article proposes a cross-domain CL approach making possible to deploy a single model in such environments without additional labelling costs.
Autonomous Cross Domain Adaptation under Extreme Label Scarcity
This paper aims to attack the problem of extreme label shortage in the cross domain multistream classification problems where only very few labelled samples of the source stream are provided before process runs.
Autonomous Deep Quality Monitoring in Streaming Environments
The common practice of quality monitoring in industry relies on manual inspection well-known to be slow, error-prone and operator-dependent.
Continual Learning via Inter-Task Synaptic Mapping
Learning from streaming tasks leads a model to catastrophically erase unique experiences it absorbs from previous episodes.
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