---
_id: '14987'
abstract:
- lang: eng
  text: "The goal of zero-shot learning is to construct a classifier that can identify
    object classes for which no training examples are available. When training data
    for some of the object classes is available but not for others, the name generalized
    zero-shot learning is commonly used.\r\nIn a wider sense, the phrase zero-shot
    is also used to describe other machine learning-based approaches that require
    no training data from the problem of interest, such as zero-shot action recognition
    or zero-shot machine translation."
article_processing_charge: No
author:
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Lampert C. Zero-Shot Learning. In: Ikeuchi K, ed. <i>Computer Vision</i>.
    2nd ed. Cham: Springer; 2021:1395-1397. doi:<a href="https://doi.org/10.1007/978-3-030-63416-2_874">10.1007/978-3-030-63416-2_874</a>'
  apa: 'Lampert, C. (2021). Zero-Shot Learning. In K. Ikeuchi (Ed.), <i>Computer Vision</i>
    (2nd ed., pp. 1395–1397). Cham: Springer. <a href="https://doi.org/10.1007/978-3-030-63416-2_874">https://doi.org/10.1007/978-3-030-63416-2_874</a>'
  chicago: 'Lampert, Christoph. “Zero-Shot Learning.” In <i>Computer Vision</i>, edited
    by Katsushi Ikeuchi, 2nd ed., 1395–97. Cham: Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-63416-2_874">https://doi.org/10.1007/978-3-030-63416-2_874</a>.'
  ieee: 'C. Lampert, “Zero-Shot Learning,” in <i>Computer Vision</i>, 2nd ed., K.
    Ikeuchi, Ed. Cham: Springer, 2021, pp. 1395–1397.'
  ista: 'Lampert C. 2021.Zero-Shot Learning. In: Computer Vision. , 1395–1397.'
  mla: Lampert, Christoph. “Zero-Shot Learning.” <i>Computer Vision</i>, edited by
    Katsushi Ikeuchi, 2nd ed., Springer, 2021, pp. 1395–97, doi:<a href="https://doi.org/10.1007/978-3-030-63416-2_874">10.1007/978-3-030-63416-2_874</a>.
  short: C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham,
    2021, pp. 1395–1397.
corr_author: '1'
date_created: 2024-02-14T14:05:32Z
date_published: 2021-10-13T00:00:00Z
date_updated: 2024-10-09T21:08:12Z
day: '13'
department:
- _id: ChLa
doi: 10.1007/978-3-030-63416-2_874
edition: '2'
editor:
- first_name: Katsushi
  full_name: Ikeuchi, Katsushi
  last_name: Ikeuchi
language:
- iso: eng
month: '10'
oa_version: None
page: 1395-1397
place: Cham
publication: Computer Vision
publication_identifier:
  eisbn:
  - '9783030634162'
  isbn:
  - '9783030634155'
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Zero-Shot Learning
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...