Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313172839> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4313172839 endingPage "152" @default.
- W4313172839 startingPage "128" @default.
- W4313172839 abstract "A style mapper applies some fixed style to its input images (so, for example, taking faces to cartoons). This paper describes a simple procedure – JoJoGAN – to learn a style mapper from a single example of the style. JoJoGAN uses a GAN inversion procedure and StyleGAN’s style-mixing property to produce a substantial paired dataset from a single example style. The paired dataset is then used to fine-tune a StyleGAN. An image can then be style mapped by GAN-inversion followed by the fine-tuned StyleGAN. JoJoGAN needs just one reference and as little as 30 s of training time. JoJoGAN can use extreme style references (say, animal faces) successfully. Furthermore, one can control what aspects of the style are used and how much of the style is applied. Qualitative and quantitative evaluation show that JoJoGAN produces high quality high resolution images that vastly outperform the current state-of-the-art." @default.
- W4313172839 created "2023-01-06" @default.
- W4313172839 creator A5009262110 @default.
- W4313172839 creator A5010851725 @default.
- W4313172839 date "2022-01-01" @default.
- W4313172839 modified "2023-09-26" @default.
- W4313172839 title "JoJoGAN: One Shot Face Stylization" @default.
- W4313172839 cites W1999360130 @default.
- W4313172839 cites W2292976057 @default.
- W4313172839 cites W2331128040 @default.
- W4313172839 cites W2475287302 @default.
- W4313172839 cites W2603777577 @default.
- W4313172839 cites W2962770929 @default.
- W4313172839 cites W2962785568 @default.
- W4313172839 cites W2962793481 @default.
- W4313172839 cites W2963890275 @default.
- W4313172839 cites W2969803502 @default.
- W4313172839 cites W2969985801 @default.
- W4313172839 cites W3034352949 @default.
- W4313172839 cites W3034664137 @default.
- W4313172839 cites W3035574324 @default.
- W4313172839 cites W3108379561 @default.
- W4313172839 cites W3127875297 @default.
- W4313172839 cites W3167297682 @default.
- W4313172839 cites W3173241699 @default.
- W4313172839 cites W3174480022 @default.
- W4313172839 cites W3177221875 @default.
- W4313172839 cites W3180391059 @default.
- W4313172839 cites W3182245398 @default.
- W4313172839 cites W3201739204 @default.
- W4313172839 cites W4286611278 @default.
- W4313172839 cites W3024069363 @default.
- W4313172839 doi "https://doi.org/10.1007/978-3-031-19787-1_8" @default.
- W4313172839 hasPublicationYear "2022" @default.
- W4313172839 type Work @default.
- W4313172839 citedByCount "3" @default.
- W4313172839 countsByYear W43131728392022 @default.
- W4313172839 countsByYear W43131728392023 @default.
- W4313172839 crossrefType "book-chapter" @default.
- W4313172839 hasAuthorship W4313172839A5009262110 @default.
- W4313172839 hasAuthorship W4313172839A5010851725 @default.
- W4313172839 hasBestOaLocation W43131728392 @default.
- W4313172839 hasConcept C109007969 @default.
- W4313172839 hasConcept C138885662 @default.
- W4313172839 hasConcept C142362112 @default.
- W4313172839 hasConcept C151730666 @default.
- W4313172839 hasConcept C153349607 @default.
- W4313172839 hasConcept C154945302 @default.
- W4313172839 hasConcept C1893757 @default.
- W4313172839 hasConcept C2776445246 @default.
- W4313172839 hasConcept C2779304628 @default.
- W4313172839 hasConcept C31972630 @default.
- W4313172839 hasConcept C41008148 @default.
- W4313172839 hasConcept C41895202 @default.
- W4313172839 hasConcept C86803240 @default.
- W4313172839 hasConceptScore W4313172839C109007969 @default.
- W4313172839 hasConceptScore W4313172839C138885662 @default.
- W4313172839 hasConceptScore W4313172839C142362112 @default.
- W4313172839 hasConceptScore W4313172839C151730666 @default.
- W4313172839 hasConceptScore W4313172839C153349607 @default.
- W4313172839 hasConceptScore W4313172839C154945302 @default.
- W4313172839 hasConceptScore W4313172839C1893757 @default.
- W4313172839 hasConceptScore W4313172839C2776445246 @default.
- W4313172839 hasConceptScore W4313172839C2779304628 @default.
- W4313172839 hasConceptScore W4313172839C31972630 @default.
- W4313172839 hasConceptScore W4313172839C41008148 @default.
- W4313172839 hasConceptScore W4313172839C41895202 @default.
- W4313172839 hasConceptScore W4313172839C86803240 @default.
- W4313172839 hasLocation W43131728391 @default.
- W4313172839 hasLocation W43131728392 @default.
- W4313172839 hasOpenAccess W4313172839 @default.
- W4313172839 hasPrimaryLocation W43131728391 @default.
- W4313172839 hasRelatedWork W1899364738 @default.
- W4313172839 hasRelatedWork W1955116508 @default.
- W4313172839 hasRelatedWork W2023301637 @default.
- W4313172839 hasRelatedWork W2103413230 @default.
- W4313172839 hasRelatedWork W2136321227 @default.
- W4313172839 hasRelatedWork W2138569648 @default.
- W4313172839 hasRelatedWork W2143020626 @default.
- W4313172839 hasRelatedWork W2663901905 @default.
- W4313172839 hasRelatedWork W2908959303 @default.
- W4313172839 hasRelatedWork W43171467 @default.
- W4313172839 isParatext "false" @default.
- W4313172839 isRetracted "false" @default.
- W4313172839 workType "book-chapter" @default.