FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3033486522> ?p ?o ?g. }

• W3033486522 abstract "This paper introduces a new method to build linear flows, by taking the exponential of a linear transformation. This linear transformation does not need to be invertible itself, and the exponential has the following desirable properties: it is guaranteed to be invertible, its inverse is straightforward to compute and the log Jacobian determinant is equal to the trace of the linear transformation. An important insight is that the exponential can be computed implicitly, which allows the use of convolutional layers. Using this insight, we develop new invertible transformations named convolution exponentials and graph convolution exponentials, which retain the equivariance of their underlying transformations. In addition, we generalize Sylvester Flows and propose Convolutional Sylvester Flows which are based on the generalization and the convolution exponential as basis change. Empirically, we show that the convolution exponential outperforms other linear transformations in generative flows on CIFAR10 and the graph convolution exponential improves the performance of graph normalizing flows. In addition, we show that Convolutional Sylvester Flows improve performance over residual flows as a generative flow model measured in log-likelihood." @default.
• W3033486522 created "2020-06-12" @default.
• W3033486522 creator A5003626865 @default.
• W3033486522 creator A5004385039 @default.
• W3033486522 creator A5016363084 @default.
• W3033486522 creator A5087368991 @default.
• W3033486522 date "2020-06-02" @default.
• W3033486522 modified "2023-10-18" @default.
• W3033486522 title "The Convolution Exponential and Generalized Sylvester Flows" @default.
• W3033486522 cites W1866230956 @default.
• W3033486522 cites W1959608418 @default.
• W3033486522 cites W2061440312 @default.
• W3033486522 cites W2099471712 @default.
• W3033486522 cites W2106565812 @default.
• W3033486522 cites W2259303769 @default.
• W3033486522 cites W2279221249 @default.
• W3033486522 cites W2519887557 @default.
• W3033486522 cites W2559626456 @default.
• W3033486522 cites W2587284713 @default.
• W3033486522 cites W2796892552 @default.
• W3033486522 cites W2906340703 @default.
• W3033486522 cites W2911827218 @default.
• W3033486522 cites W2912298597 @default.
• W3033486522 cites W2946795888 @default.
• W3033486522 cites W2962695743 @default.
• W3033486522 cites W2963047245 @default.
• W3033486522 cites W2963090522 @default.
• W3033486522 cites W2963139417 @default.
• W3033486522 cites W2963170102 @default.
• W3033486522 cites W2963540976 @default.
• W3033486522 cites W2963755523 @default.
• W3033486522 cites W2963836885 @default.
• W3033486522 cites W2963857374 @default.
• W3033486522 cites W2964020555 @default.
• W3033486522 cites W2964121744 @default.
• W3033486522 cites W2964122153 @default.
• W3033486522 cites W2965107313 @default.
• W3033486522 cites W2970017162 @default.
• W3033486522 cites W2970615870 @default.
• W3033486522 cites W2970641149 @default.
• W3033486522 cites W2970700221 @default.
• W3033486522 cites W2970774025 @default.
• W3033486522 cites W2970898247 @default.
• W3033486522 cites W2971074627 @default.
• W3033486522 cites W2971360825 @default.
• W3033486522 cites W2975447869 @default.
• W3033486522 cites W2977701733 @default.
• W3033486522 cites W2992035660 @default.
• W3033486522 cites W3004714107 @default.
• W3033486522 cites W3008314642 @default.
• W3033486522 cites W3098989009 @default.
• W3033486522 cites W3104312791 @default.
• W3033486522 hasPublicationYear "2020" @default.
• W3033486522 type Work @default.
• W3033486522 sameAs 3033486522 @default.
• W3033486522 citedByCount "2" @default.
• W3033486522 countsByYear W30334865222020 @default.
• W3033486522 countsByYear W30334865222021 @default.
• W3033486522 crossrefType "posted-content" @default.
• W3033486522 hasAuthorship W3033486522A5003626865 @default.
• W3033486522 hasAuthorship W3033486522A5004385039 @default.
• W3033486522 hasAuthorship W3033486522A5016363084 @default.
• W3033486522 hasAuthorship W3033486522A5087368991 @default.
• W3033486522 hasConcept C104317684 @default.
• W3033486522 hasConcept C118615104 @default.
• W3033486522 hasConcept C132525143 @default.
• W3033486522 hasConcept C134306372 @default.
• W3033486522 hasConcept C151376022 @default.
• W3033486522 hasConcept C154945302 @default.
• W3033486522 hasConcept C177148314 @default.
• W3033486522 hasConcept C185592680 @default.
• W3033486522 hasConcept C200331156 @default.
• W3033486522 hasConcept C202444582 @default.
• W3033486522 hasConcept C204241405 @default.
• W3033486522 hasConcept C28826006 @default.
• W3033486522 hasConcept C33923547 @default.
• W3033486522 hasConcept C41008148 @default.
• W3033486522 hasConcept C45347329 @default.
• W3033486522 hasConcept C49766605 @default.
• W3033486522 hasConcept C50644808 @default.
• W3033486522 hasConcept C55493867 @default.
• W3033486522 hasConcept C96442724 @default.
• W3033486522 hasConceptScore W3033486522C104317684 @default.
• W3033486522 hasConceptScore W3033486522C118615104 @default.
• W3033486522 hasConceptScore W3033486522C132525143 @default.
• W3033486522 hasConceptScore W3033486522C134306372 @default.
• W3033486522 hasConceptScore W3033486522C151376022 @default.
• W3033486522 hasConceptScore W3033486522C154945302 @default.
• W3033486522 hasConceptScore W3033486522C177148314 @default.
• W3033486522 hasConceptScore W3033486522C185592680 @default.
• W3033486522 hasConceptScore W3033486522C200331156 @default.
• W3033486522 hasConceptScore W3033486522C202444582 @default.
• W3033486522 hasConceptScore W3033486522C204241405 @default.
• W3033486522 hasConceptScore W3033486522C28826006 @default.
• W3033486522 hasConceptScore W3033486522C33923547 @default.
• W3033486522 hasConceptScore W3033486522C41008148 @default.
• W3033486522 hasConceptScore W3033486522C45347329 @default.
• W3033486522 hasConceptScore W3033486522C49766605 @default.
• W3033486522 hasConceptScore W3033486522C50644808 @default.
• W3033486522 hasConceptScore W3033486522C55493867 @default.

• next