FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2951637053> ?p ?o ?g. }

• W2951637053 abstract "We introduce a novel framework for generative models based on Restricted Kernel Machines (RKMs) with multi-view generation and uncorrelated feature learning capabilities, called Gen-RKM. To incorporate multi-view generation, this mechanism uses a shared representation of data from various views. The mechanism is flexible to incorporate both kernel-based, (deep) neural network and Convolutional based models within the same setting. To update the parameters of the network, we propose a novel training procedure which jointly learns the features and shared subspace representation. The latent variables are given by the eigen-decomposition of the kernel matrix, where the mutual orthogonality of eigenvectors represents uncorrelated features. Experiments demonstrate the potential of the framework through qualitative and quantitative evaluation of generated samples on various standard datasets." @default.
• W2951637053 created "2019-06-27" @default.
• W2951637053 creator A5016808637 @default.
• W2951637053 creator A5021092537 @default.
• W2951637053 creator A5078854904 @default.
• W2951637053 date "2019-09-25" @default.
• W2951637053 modified "2023-09-23" @default.
• W2951637053 title "Generative Restricted Kernel Machines." @default.
• W2951637053 cites W1480376833 @default.
• W2951637053 cites W1522301498 @default.
• W2951637053 cites W1560724230 @default.
• W2951637053 cites W1834627138 @default.
• W2951637053 cites W189596042 @default.
• W2951637053 cites W1959608418 @default.
• W2951637053 cites W1994618660 @default.
• W2951637053 cites W2014158063 @default.
• W2951637053 cites W2099471712 @default.
• W2951637053 cites W2099866409 @default.
• W2951637053 cites W2105594594 @default.
• W2951637053 cites W2105732805 @default.
• W2951637053 cites W2122538988 @default.
• W2951637053 cites W2125027820 @default.
• W2951637053 cites W2132773116 @default.
• W2951637053 cites W2133396101 @default.
• W2951637053 cites W2134557905 @default.
• W2951637053 cites W2136111243 @default.
• W2951637053 cites W2145094598 @default.
• W2951637053 cites W2159935273 @default.
• W2951637053 cites W2304648132 @default.
• W2951637053 cites W2557579533 @default.
• W2951637053 cites W2561179021 @default.
• W2951637053 cites W2605644966 @default.
• W2951637053 cites W2737047298 @default.
• W2951637053 cites W2750384547 @default.
• W2951637053 cites W2753738274 @default.
• W2951637053 cites W2785961484 @default.
• W2951637053 cites W2893419682 @default.
• W2951637053 cites W2903169073 @default.
• W2951637053 cites W2953318193 @default.
• W2951637053 cites W2962818303 @default.
• W2951637053 cites W2963293881 @default.
• W2951637053 cites W2963784072 @default.
• W2951637053 cites W2963917315 @default.
• W2951637053 cites W2963981733 @default.
• W2951637053 cites W2964127395 @default.
• W2951637053 hasPublicationYear "2019" @default.
• W2951637053 type Work @default.
• W2951637053 sameAs 2951637053 @default.
• W2951637053 citedByCount "5" @default.
• W2951637053 countsByYear W29516370532020 @default.
• W2951637053 countsByYear W29516370532021 @default.
• W2951637053 countsByYear W29516370532022 @default.
• W2951637053 crossrefType "posted-content" @default.
• W2951637053 hasAuthorship W2951637053A5016808637 @default.
• W2951637053 hasAuthorship W2951637053A5021092537 @default.
• W2951637053 hasAuthorship W2951637053A5078854904 @default.
• W2951637053 hasConcept C11413529 @default.
• W2951637053 hasConcept C114614502 @default.
• W2951637053 hasConcept C119857082 @default.
• W2951637053 hasConcept C122280245 @default.
• W2951637053 hasConcept C12267149 @default.
• W2951637053 hasConcept C138885662 @default.
• W2951637053 hasConcept C153180895 @default.
• W2951637053 hasConcept C154945302 @default.
• W2951637053 hasConcept C17137986 @default.
• W2951637053 hasConcept C17744445 @default.
• W2951637053 hasConcept C182335926 @default.
• W2951637053 hasConcept C199539241 @default.
• W2951637053 hasConcept C2524010 @default.
• W2951637053 hasConcept C2776359362 @default.
• W2951637053 hasConcept C2776401178 @default.
• W2951637053 hasConcept C33923547 @default.
• W2951637053 hasConcept C39890363 @default.
• W2951637053 hasConcept C41008148 @default.
• W2951637053 hasConcept C41895202 @default.
• W2951637053 hasConcept C59404180 @default.
• W2951637053 hasConcept C74193536 @default.
• W2951637053 hasConcept C81363708 @default.
• W2951637053 hasConcept C94625758 @default.
• W2951637053 hasConceptScore W2951637053C11413529 @default.
• W2951637053 hasConceptScore W2951637053C114614502 @default.
• W2951637053 hasConceptScore W2951637053C119857082 @default.
• W2951637053 hasConceptScore W2951637053C122280245 @default.
• W2951637053 hasConceptScore W2951637053C12267149 @default.
• W2951637053 hasConceptScore W2951637053C138885662 @default.
• W2951637053 hasConceptScore W2951637053C153180895 @default.
• W2951637053 hasConceptScore W2951637053C154945302 @default.
• W2951637053 hasConceptScore W2951637053C17137986 @default.
• W2951637053 hasConceptScore W2951637053C17744445 @default.
• W2951637053 hasConceptScore W2951637053C182335926 @default.
• W2951637053 hasConceptScore W2951637053C199539241 @default.
• W2951637053 hasConceptScore W2951637053C2524010 @default.
• W2951637053 hasConceptScore W2951637053C2776359362 @default.
• W2951637053 hasConceptScore W2951637053C2776401178 @default.
• W2951637053 hasConceptScore W2951637053C33923547 @default.
• W2951637053 hasConceptScore W2951637053C39890363 @default.
• W2951637053 hasConceptScore W2951637053C41008148 @default.
• W2951637053 hasConceptScore W2951637053C41895202 @default.
• W2951637053 hasConceptScore W2951637053C59404180 @default.
• W2951637053 hasConceptScore W2951637053C74193536 @default.

• next