one-shot learning

noun

An object categorization problem, mainly in computer vision, involving the classification of objects based on one, or only a few, examples.

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Meanings

nounone-shot learning (uncountable)
  1. uncountablemachine learningAn object categorization problem, mainly in computer vision, involving the classification of objects based on one, or only a few, examples.
Cite this entry
APA

one-shot learning. (n.d.). In WatkinsX Dictionary. Retrieved November 2, 2026, from https://dictionary.watkinsx.com/word/one-shot%20learning

MLA

“one-shot learning.” WatkinsX Dictionary, https://dictionary.watkinsx.com/word/one-shot%20learning. Accessed November 2, 2026.

Chicago

WatkinsX Dictionary, s.v. “one-shot learning,” accessed November 2, 2026, https://dictionary.watkinsx.com/word/one-shot%20learning.

Source: one-shot learning on Wiktionary, CC BY-SA 4.0.