An Entity of Type: Thing, from Named Graph: http://dbpedia.org, within Data Space: dbpedia.org

Deep learning method in which two neural networks compete with each other in a game, learning to generate new data with the same statistics as the training set

Property Value
dbo:description
  • алгоритм машинного обучения (ru)
  • Algorithmen zu unüberwachtem Lernen (de)
  • алгоритм машинного навчання (uk)
  • metodo de aprendizaje no supervisado (es)
  • metodo di apprendimento automatico (it)
  • méthode d'apprentissage non supervisé (fr)
  • método de aprendizagem profunda (pt)
  • phương pháp học sâu (vi)
  • djupinlärningsmetod där två neurala nätverk tävlar mot varandra i ett spel och lär sig att generera ny data med samma statistik som träningsmängden (sv)
  • profundlerna metodo, laŭ kiu du neŭraj retoj konkuras inter si, unu strebante falsi datenojn, la alia strebante distingi falsaĵojn (eo)
  • 2014年にイアン・グッドフェローらによって発表された教師なし学習で使用される人工知能アルゴリズムの一種 (ja)
  • מודל גנרטיבי ללמידת מכונה (iw)
  • deep learning method in which two neural networks compete with each other in a game, learning to generate new data with the same statistics as the training set (en)
  • 인공지능 알고리즘 (ko)
  • mètode d'aprenentatge profund en el qual dues xarxes neuronals competeixen entre si en un joc, aprenent a generar dades noves amb les mateixes estadístiques que el conjunt d'entrenament (ca)
dbo:thumbnail
dbo:wikiPageExternalLink
dbo:wikiPageWikiLink
dbp:date
  • 2019-03-05 (xsd:date)
dbp:mathStatement
  • For any GAN game, there exists a pair that is both a sequential equilibrium and a Nash equilibrium: That is, the generator perfectly mimics the reference, and the discriminator outputs deterministically on all inputs. (en)
  • For any fixed generator strategy , let the optimal reply be , then where the derivative is the Radon–Nikodym derivative, and is the Jensen–Shannon divergence. (en)
dbp:name
  • Theorem (en)
dbp:note
  • the unique equilibrium point (en)
  • the optimal discriminator computes the Jensen–Shannon divergence (en)
dbp:url
dbp:wikiPageUsesTemplate
dct:subject
rdfs:label
  • Generative adversarial network (en)
  • شبكة خصومية توليدية (ar)
  • Xarxa generativa antagònica (ca)
  • Παραγωγικό αντιπαραθετικό δίκτυο (el)
  • Generative Adversarial Networks (de)
  • Red generativa antagónica (es)
  • Rete generativa avversaria (it)
  • Réseaux antagonistes génératifs (fr)
  • 敵対的生成ネットワーク (ja)
  • 생성적 적대 신경망 (ko)
  • Generatief antagonistennetwerk (nl)
  • Генеративно-состязательная сеть (ru)
  • Генеративна змагальна мережа (uk)
  • Generativa motståndarnätverk (sv)
  • 生成对抗网络 (zh)
owl:differentFrom
owl:sameAs
prov:wasDerivedFrom
foaf:depiction
foaf:isPrimaryTopicOf
is dbo:knownFor of
is dbo:wikiPageDisambiguates of
is dbo:wikiPageRedirects of
is dbo:wikiPageWikiLink of
is dbp:knownFor of
is owl:differentFrom of
is foaf:primaryTopic of
Powered by OpenLink Virtuoso    This material is Open Knowledge     W3C Semantic Web Technology     This material is Open Knowledge    Valid XHTML + RDFa
This content was extracted from Wikipedia and is licensed under the Creative Commons Attribution-ShareAlike 4.0 International