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.
AIO currently includes two terms involving few-shot learning:
AIO:GeneralizedFewshotLearning
AIO:IncremenetalFewshotLearning
and two terms for zero-shot learning:
AIO:ZeroshotLearning
AIO:ZeroShotLearningLLM
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.
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.