one-shot learning

object categorization problem that aims to learn information about object categories from one training sample
class field_of_study Q7092335
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one-shot learning

Summary

one-shot learning is a field of study[1]. It draws 45 Wikipedia views per month (field_of_study category, ranking #159 of 379).[2]

Key Facts

  • one-shot learning's instance of is recorded as field of study[3].
  • one-shot learning's instance of is recorded as field of study[4].
  • one-shot learning's subclass of is recorded as machine learning[5].
  • one-shot learning's subclass of is recorded as few-shot learning[6].
  • one-shot learning's Freebase ID is recorded as /m/03hnhvz[7].
  • one-shot learning's Quora topic ID is recorded as One-shot-Learning[8].
  • one-shot learning's Microsoft Academic ID is recorded as 2778034222[9].

Body

Works and Contributions

Things named for one-shot learning include zero-shot learning[10], a field of study[11].

Why It Matters

one-shot learning draws 45 Wikipedia views per month (field_of_study category, ranking #159 of 379).[2] It is known by 4 alternative names across languages and contexts.[12]

Entities named for it include zero-shot learning[10], a field of study[11].

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). one-shot learning. Retrieved March 13, 2026, from https://4ort.xyz/entity/one-shot-learning
MLA “one-shot learning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 13 Mar. 2026, https://4ort.xyz/entity/one-shot-learning.
BibTeX @misc{4ortxyz_one-shot-learning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{one-shot learning}}, year = {2026}, url = {https://4ort.xyz/entity/one-shot-learning}, note = {Accessed: 2026-03-13}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): one-shot learning — https://4ort.xyz/entity/one-shot-learning (retrieved 2026-03-13)

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