Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384644053> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4384644053 abstract "With the increasing number of new neural architecture designs and substantial existing neural architectures, it becomes difficult for the researchers to situate their contributions compared with existing neural architectures or establish the connections between their designs and other relevant ones. To discover similar neural architectures in an efficient and automatic manner, we define a new problem Neural Architecture Retrieval which retrieves a set of existing neural architectures which have similar designs to the query neural architecture. Existing graph pre-training strategies cannot address the computational graph in neural architectures due to the graph size and motifs. To fulfill this potential, we propose to divide the graph into motifs which are used to rebuild the macro graph to tackle these issues, and introduce multi-level contrastive learning to achieve accurate graph representation learning. Extensive evaluations on both human-designed and synthesized neural architectures demonstrate the superiority of our algorithm. Such a dataset which contains 12k real-world network architectures, as well as their embedding, is built for neural architecture retrieval." @default.
- W4384644053 created "2023-07-19" @default.
- W4384644053 creator A5031320952 @default.
- W4384644053 creator A5060854400 @default.
- W4384644053 creator A5082874076 @default.
- W4384644053 creator A5084617283 @default.
- W4384644053 date "2023-07-15" @default.
- W4384644053 modified "2023-09-30" @default.
- W4384644053 title "Neural Architecture Retrieval" @default.
- W4384644053 doi "https://doi.org/10.48550/arxiv.2307.07919" @default.
- W4384644053 hasPublicationYear "2023" @default.
- W4384644053 type Work @default.
- W4384644053 citedByCount "0" @default.
- W4384644053 crossrefType "posted-content" @default.
- W4384644053 hasAuthorship W4384644053A5031320952 @default.
- W4384644053 hasAuthorship W4384644053A5060854400 @default.
- W4384644053 hasAuthorship W4384644053A5082874076 @default.
- W4384644053 hasAuthorship W4384644053A5084617283 @default.
- W4384644053 hasBestOaLocation W43846440531 @default.
- W4384644053 hasConcept C108583219 @default.
- W4384644053 hasConcept C119857082 @default.
- W4384644053 hasConcept C123657996 @default.
- W4384644053 hasConcept C132525143 @default.
- W4384644053 hasConcept C142362112 @default.
- W4384644053 hasConcept C153349607 @default.
- W4384644053 hasConcept C154945302 @default.
- W4384644053 hasConcept C177264268 @default.
- W4384644053 hasConcept C199360897 @default.
- W4384644053 hasConcept C41008148 @default.
- W4384644053 hasConcept C41608201 @default.
- W4384644053 hasConcept C50644808 @default.
- W4384644053 hasConcept C75564084 @default.
- W4384644053 hasConcept C80444323 @default.
- W4384644053 hasConceptScore W4384644053C108583219 @default.
- W4384644053 hasConceptScore W4384644053C119857082 @default.
- W4384644053 hasConceptScore W4384644053C123657996 @default.
- W4384644053 hasConceptScore W4384644053C132525143 @default.
- W4384644053 hasConceptScore W4384644053C142362112 @default.
- W4384644053 hasConceptScore W4384644053C153349607 @default.
- W4384644053 hasConceptScore W4384644053C154945302 @default.
- W4384644053 hasConceptScore W4384644053C177264268 @default.
- W4384644053 hasConceptScore W4384644053C199360897 @default.
- W4384644053 hasConceptScore W4384644053C41008148 @default.
- W4384644053 hasConceptScore W4384644053C41608201 @default.
- W4384644053 hasConceptScore W4384644053C50644808 @default.
- W4384644053 hasConceptScore W4384644053C75564084 @default.
- W4384644053 hasConceptScore W4384644053C80444323 @default.
- W4384644053 hasLocation W43846440531 @default.
- W4384644053 hasOpenAccess W4384644053 @default.
- W4384644053 hasPrimaryLocation W43846440531 @default.
- W4384644053 hasRelatedWork W2893186803 @default.
- W4384644053 hasRelatedWork W2923818335 @default.
- W4384644053 hasRelatedWork W3035116611 @default.
- W4384644053 hasRelatedWork W3044354590 @default.
- W4384644053 hasRelatedWork W3094605108 @default.
- W4384644053 hasRelatedWork W3149439221 @default.
- W4384644053 hasRelatedWork W4212923699 @default.
- W4384644053 hasRelatedWork W4285120483 @default.
- W4384644053 hasRelatedWork W4287763734 @default.
- W4384644053 hasRelatedWork W4323323198 @default.
- W4384644053 isParatext "false" @default.
- W4384644053 isRetracted "false" @default.
- W4384644053 workType "article" @default.