Matches in SemOpenAlex for { <https://semopenalex.org/work/W2755021390> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2755021390 abstract "Generative adversarial networks (GANs) are an exciting alternative to algorithms for solving density estimation problems---using data to assess how likely samples are to be drawn from the same distribution. Instead of explicitly computing these probabilities, GANs learn a generator that can match the given probabilistic source. This paper looks particularly at this matching capability in the context of problems with one-dimensional outputs. We identify a class of function decompositions with properties that make them well suited to the critic role in a leading approach to GANs known as Wasserstein GANs. We show that Taylor and Fourier series decompositions belong to our class, provide examples of these critics outperforming standard GAN approaches, and suggest how they can be scaled to higher dimensional problems in the future." @default.
- W2755021390 created "2017-09-25" @default.
- W2755021390 creator A5000849272 @default.
- W2755021390 creator A5009722403 @default.
- W2755021390 creator A5045742904 @default.
- W2755021390 date "2017-09-19" @default.
- W2755021390 modified "2023-09-26" @default.
- W2755021390 title "Summable Reparameterizations of Wasserstein Critics in the One-Dimensional Setting." @default.
- W2755021390 cites W1522301498 @default.
- W2755021390 cites W2099471712 @default.
- W2755021390 cites W2212660284 @default.
- W2755021390 cites W2239255512 @default.
- W2755021390 cites W2605135824 @default.
- W2755021390 cites W2949117887 @default.
- W2755021390 cites W2950292946 @default.
- W2755021390 cites W2950942037 @default.
- W2755021390 cites W3037567775 @default.
- W2755021390 hasPublicationYear "2017" @default.
- W2755021390 type Work @default.
- W2755021390 sameAs 2755021390 @default.
- W2755021390 citedByCount "0" @default.
- W2755021390 crossrefType "posted-content" @default.
- W2755021390 hasAuthorship W2755021390A5000849272 @default.
- W2755021390 hasAuthorship W2755021390A5009722403 @default.
- W2755021390 hasAuthorship W2755021390A5045742904 @default.
- W2755021390 hasConcept C105795698 @default.
- W2755021390 hasConcept C11413529 @default.
- W2755021390 hasConcept C121332964 @default.
- W2755021390 hasConcept C14036430 @default.
- W2755021390 hasConcept C143724316 @default.
- W2755021390 hasConcept C151730666 @default.
- W2755021390 hasConcept C154945302 @default.
- W2755021390 hasConcept C163258240 @default.
- W2755021390 hasConcept C165064840 @default.
- W2755021390 hasConcept C2777212361 @default.
- W2755021390 hasConcept C2779343474 @default.
- W2755021390 hasConcept C2780992000 @default.
- W2755021390 hasConcept C33923547 @default.
- W2755021390 hasConcept C39890363 @default.
- W2755021390 hasConcept C41008148 @default.
- W2755021390 hasConcept C49937458 @default.
- W2755021390 hasConcept C62520636 @default.
- W2755021390 hasConcept C78458016 @default.
- W2755021390 hasConcept C80444323 @default.
- W2755021390 hasConcept C86803240 @default.
- W2755021390 hasConceptScore W2755021390C105795698 @default.
- W2755021390 hasConceptScore W2755021390C11413529 @default.
- W2755021390 hasConceptScore W2755021390C121332964 @default.
- W2755021390 hasConceptScore W2755021390C14036430 @default.
- W2755021390 hasConceptScore W2755021390C143724316 @default.
- W2755021390 hasConceptScore W2755021390C151730666 @default.
- W2755021390 hasConceptScore W2755021390C154945302 @default.
- W2755021390 hasConceptScore W2755021390C163258240 @default.
- W2755021390 hasConceptScore W2755021390C165064840 @default.
- W2755021390 hasConceptScore W2755021390C2777212361 @default.
- W2755021390 hasConceptScore W2755021390C2779343474 @default.
- W2755021390 hasConceptScore W2755021390C2780992000 @default.
- W2755021390 hasConceptScore W2755021390C33923547 @default.
- W2755021390 hasConceptScore W2755021390C39890363 @default.
- W2755021390 hasConceptScore W2755021390C41008148 @default.
- W2755021390 hasConceptScore W2755021390C49937458 @default.
- W2755021390 hasConceptScore W2755021390C62520636 @default.
- W2755021390 hasConceptScore W2755021390C78458016 @default.
- W2755021390 hasConceptScore W2755021390C80444323 @default.
- W2755021390 hasConceptScore W2755021390C86803240 @default.
- W2755021390 hasLocation W27550213901 @default.
- W2755021390 hasOpenAccess W2755021390 @default.
- W2755021390 hasPrimaryLocation W27550213901 @default.
- W2755021390 hasRelatedWork W118607236 @default.
- W2755021390 hasRelatedWork W130190165 @default.
- W2755021390 hasRelatedWork W1510783914 @default.
- W2755021390 hasRelatedWork W1550946783 @default.
- W2755021390 hasRelatedWork W1573106092 @default.
- W2755021390 hasRelatedWork W1614583746 @default.
- W2755021390 hasRelatedWork W2081770738 @default.
- W2755021390 hasRelatedWork W2103446957 @default.
- W2755021390 hasRelatedWork W2181730996 @default.
- W2755021390 hasRelatedWork W2209633986 @default.
- W2755021390 hasRelatedWork W2411869579 @default.
- W2755021390 hasRelatedWork W2583923099 @default.
- W2755021390 hasRelatedWork W2611385574 @default.
- W2755021390 hasRelatedWork W2771710776 @default.
- W2755021390 hasRelatedWork W2778359466 @default.
- W2755021390 hasRelatedWork W2892112922 @default.
- W2755021390 hasRelatedWork W2907599741 @default.
- W2755021390 hasRelatedWork W2921876470 @default.
- W2755021390 hasRelatedWork W2969154094 @default.
- W2755021390 hasRelatedWork W3176194900 @default.
- W2755021390 isParatext "false" @default.
- W2755021390 isRetracted "false" @default.
- W2755021390 magId "2755021390" @default.
- W2755021390 workType "article" @default.