"generative adversarial network" meaning in English

See generative adversarial network in All languages combined, or Wiktionary

Noun

Forms: generative adversarial networks [plural]
Head templates: {{en-noun}} generative adversarial network (plural generative adversarial networks)
  1. (artificial intelligence) A system used in machine learning, consisting of two neural networks, one of which generates candidate solutions to a problem while the other evaluates and accepts or rejects them. Wikipedia link: generative adversarial network Categories (topical): Artificial intelligence Synonyms: GAN
    Sense id: en-generative_adversarial_network-en-noun-je750tYe Categories (other): English entries with incorrect language header

Inflected forms

Alternative forms

Download JSON data for generative adversarial network meaning in English (1.8kB)

{
  "forms": [
    {
      "form": "generative adversarial networks",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {},
      "expansion": "generative adversarial network (plural generative adversarial networks)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        {
          "kind": "other",
          "name": "English entries with incorrect language header",
          "parents": [
            "Entries with incorrect language header",
            "Entry maintenance"
          ],
          "source": "w"
        },
        {
          "kind": "topical",
          "langcode": "en",
          "name": "Artificial intelligence",
          "orig": "en:Artificial intelligence",
          "parents": [
            "Computer science",
            "Cybernetics",
            "Computing",
            "Sciences",
            "Applied mathematics",
            "Systems theory",
            "Technology",
            "All topics",
            "Mathematics",
            "Systems",
            "Fundamental",
            "Formal sciences",
            "Interdisciplinary fields",
            "Society"
          ],
          "source": "w"
        }
      ],
      "glosses": [
        "A system used in machine learning, consisting of two neural networks, one of which generates candidate solutions to a problem while the other evaluates and accepts or rejects them."
      ],
      "id": "en-generative_adversarial_network-en-noun-je750tYe",
      "links": [
        [
          "artificial intelligence",
          "artificial intelligence"
        ],
        [
          "machine learning",
          "machine learning"
        ],
        [
          "neural network",
          "neural network"
        ],
        [
          "generate",
          "generate"
        ],
        [
          "candidate",
          "candidate"
        ],
        [
          "solution",
          "solution"
        ],
        [
          "problem",
          "problem"
        ],
        [
          "evaluate",
          "evaluate"
        ],
        [
          "accept",
          "accept"
        ],
        [
          "reject",
          "reject"
        ]
      ],
      "qualifier": "artificial intelligence",
      "raw_glosses": [
        "(artificial intelligence) A system used in machine learning, consisting of two neural networks, one of which generates candidate solutions to a problem while the other evaluates and accepts or rejects them."
      ],
      "synonyms": [
        {
          "word": "GAN"
        }
      ],
      "wikipedia": [
        "generative adversarial network"
      ]
    }
  ],
  "word": "generative adversarial network"
}
{
  "forms": [
    {
      "form": "generative adversarial networks",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {},
      "expansion": "generative adversarial network (plural generative adversarial networks)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        "English countable nouns",
        "English entries with incorrect language header",
        "English lemmas",
        "English multiword terms",
        "English nouns",
        "en:Artificial intelligence"
      ],
      "glosses": [
        "A system used in machine learning, consisting of two neural networks, one of which generates candidate solutions to a problem while the other evaluates and accepts or rejects them."
      ],
      "links": [
        [
          "artificial intelligence",
          "artificial intelligence"
        ],
        [
          "machine learning",
          "machine learning"
        ],
        [
          "neural network",
          "neural network"
        ],
        [
          "generate",
          "generate"
        ],
        [
          "candidate",
          "candidate"
        ],
        [
          "solution",
          "solution"
        ],
        [
          "problem",
          "problem"
        ],
        [
          "evaluate",
          "evaluate"
        ],
        [
          "accept",
          "accept"
        ],
        [
          "reject",
          "reject"
        ]
      ],
      "qualifier": "artificial intelligence",
      "raw_glosses": [
        "(artificial intelligence) A system used in machine learning, consisting of two neural networks, one of which generates candidate solutions to a problem while the other evaluates and accepts or rejects them."
      ],
      "synonyms": [
        {
          "word": "GAN"
        }
      ],
      "wikipedia": [
        "generative adversarial network"
      ]
    }
  ],
  "word": "generative adversarial network"
}

This page is a part of the kaikki.org machine-readable English dictionary. This dictionary is based on structured data extracted on 2024-05-20 from the enwiktionary dump dated 2024-05-02 using wiktextract (1d5a7d1 and 304864d). The data shown on this site has been post-processed and various details (e.g., extra categories) removed, some information disambiguated, and additional data merged from other sources. See the raw data download page for the unprocessed wiktextract data.

If you use this data in academic research, please cite Tatu Ylonen: Wiktextract: Wiktionary as Machine-Readable Structured Data, Proceedings of the 13th Conference on Language Resources and Evaluation (LREC), pp. 1317-1325, Marseille, 20-25 June 2022. Linking to the relevant page(s) under https://kaikki.org would also be greatly appreciated.