One-shot Learning

goML
Machine learning approach where models learn to recognize new concepts from just one or few examples.
ChatGPT Definition (GPT-4o)
Training a model to recognize new categories from just one example, often by leveraging prior knowledge or generalization capabilities.
Gemini (2.0)
Enabling models to learn new concepts from just a single training example.
Claude (3.7)
Training models to recognize or generate content from a single example, often by leveraging pre-trained representations.

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