berkeleybop / artificial-intelligence-ontology

An ontology modeling classes and relationships describing deep learning networks, their component layers and activation functions, machine learning methods, as well as AI/ML potential biases.
https://berkeleybop.github.io/artificial-intelligence-ontology/
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Refine and add terms relevant to zero-shot and few-shot learning #150

Open caufieldjh opened 1 week ago

caufieldjh commented 1 week ago

AIO currently includes two terms involving few-shot learning:

and two terms for zero-shot learning:

These are all children of AIO:DeepNeuralNetwork. I don't think that makes sense - zero-shot and few-shot learning are general strategies, not types of networks, so perhaps they'd be appropriate as children of AIO:TransferLearning. "They" being AIO:ZeroshotLearning and a to-be-created AIO:FewShotLearning.