Matches in SemOpenAlex for { <https://semopenalex.org/work/W4320802664> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4320802664 abstract "As a promising variant of neural network, CapsNet works well with MNIST handwritten digit recognition, but inferior to CNN on complex datasets. Instead of proposing novel algorithm for dynamic routing which has been confirmed by previous literatures that the improvement of performance is limited, we focus our attention on how to construct effectively primary capsules. In this paper, for learning better representation we replace convolutional layers with pretraining layers, the extracting latent representation can be utilized to construct high effective primary capsules, which is capable of reaching the state-of-the-art performances on complex image datasets compared with other variants of CapsNet and reducing calculation simultaneously caused by fewer capsules. Our results fully demonstrate that CapsNet with better constructing primary capsules can work well with less memory demands on complex image datasets and present a new direction for realizing true potential of CapsNet." @default.
- W4320802664 created "2023-02-15" @default.
- W4320802664 creator A5006186675 @default.
- W4320802664 creator A5024256047 @default.
- W4320802664 creator A5036145381 @default.
- W4320802664 date "2022-08-15" @default.
- W4320802664 modified "2023-09-27" @default.
- W4320802664 title "Constructing Better Primary Capsules" @default.
- W4320802664 cites W2895526696 @default.
- W4320802664 doi "https://doi.org/10.1109/ccdc55256.2022.10033850" @default.
- W4320802664 hasPublicationYear "2022" @default.
- W4320802664 type Work @default.
- W4320802664 citedByCount "0" @default.
- W4320802664 crossrefType "proceedings-article" @default.
- W4320802664 hasAuthorship W4320802664A5006186675 @default.
- W4320802664 hasAuthorship W4320802664A5024256047 @default.
- W4320802664 hasAuthorship W4320802664A5036145381 @default.
- W4320802664 hasConcept C108583219 @default.
- W4320802664 hasConcept C115961682 @default.
- W4320802664 hasConcept C120665830 @default.
- W4320802664 hasConcept C121332964 @default.
- W4320802664 hasConcept C153180895 @default.
- W4320802664 hasConcept C154945302 @default.
- W4320802664 hasConcept C17744445 @default.
- W4320802664 hasConcept C190502265 @default.
- W4320802664 hasConcept C192209626 @default.
- W4320802664 hasConcept C199360897 @default.
- W4320802664 hasConcept C199539241 @default.
- W4320802664 hasConcept C2776359362 @default.
- W4320802664 hasConcept C2780801425 @default.
- W4320802664 hasConcept C31258907 @default.
- W4320802664 hasConcept C41008148 @default.
- W4320802664 hasConcept C74172769 @default.
- W4320802664 hasConcept C81363708 @default.
- W4320802664 hasConcept C94625758 @default.
- W4320802664 hasConceptScore W4320802664C108583219 @default.
- W4320802664 hasConceptScore W4320802664C115961682 @default.
- W4320802664 hasConceptScore W4320802664C120665830 @default.
- W4320802664 hasConceptScore W4320802664C121332964 @default.
- W4320802664 hasConceptScore W4320802664C153180895 @default.
- W4320802664 hasConceptScore W4320802664C154945302 @default.
- W4320802664 hasConceptScore W4320802664C17744445 @default.
- W4320802664 hasConceptScore W4320802664C190502265 @default.
- W4320802664 hasConceptScore W4320802664C192209626 @default.
- W4320802664 hasConceptScore W4320802664C199360897 @default.
- W4320802664 hasConceptScore W4320802664C199539241 @default.
- W4320802664 hasConceptScore W4320802664C2776359362 @default.
- W4320802664 hasConceptScore W4320802664C2780801425 @default.
- W4320802664 hasConceptScore W4320802664C31258907 @default.
- W4320802664 hasConceptScore W4320802664C41008148 @default.
- W4320802664 hasConceptScore W4320802664C74172769 @default.
- W4320802664 hasConceptScore W4320802664C81363708 @default.
- W4320802664 hasConceptScore W4320802664C94625758 @default.
- W4320802664 hasLocation W43208026641 @default.
- W4320802664 hasOpenAccess W4320802664 @default.
- W4320802664 hasPrimaryLocation W43208026641 @default.
- W4320802664 hasRelatedWork W2167735388 @default.
- W4320802664 hasRelatedWork W2732542196 @default.
- W4320802664 hasRelatedWork W2738221750 @default.
- W4320802664 hasRelatedWork W2947175736 @default.
- W4320802664 hasRelatedWork W3156786002 @default.
- W4320802664 hasRelatedWork W3208266890 @default.
- W4320802664 hasRelatedWork W4309224979 @default.
- W4320802664 hasRelatedWork W4312417841 @default.
- W4320802664 hasRelatedWork W4317374280 @default.
- W4320802664 hasRelatedWork W564581980 @default.
- W4320802664 isParatext "false" @default.
- W4320802664 isRetracted "false" @default.
- W4320802664 workType "article" @default.