Generalisation is typically defined as the process of transferring knowledge or skills from specific instances or exemplars to new contexts
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Humans excel at generalising from a few examples, compositionality, and robust generalisation to noise, shifts, and Out-Of-Distribution data
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Humans can generalise from a few samples for a specific task, as generalisation in humans is not a singular event
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Generalisation refers to the products of a generalisation process, such as categories, concepts, rules, and models, in their various representations
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Humans operate with compositions similar to those found in language and vision.
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