FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313487589> ?p ?o ?g. }

• W4313487589 endingPage "108570" @default.
• W4313487589 startingPage "108570" @default.
• W4313487589 abstract "Self-supervised visual representation learning focuses on capturing comprehensive features via exploiting the unlabeled datasets. However, existing contrastive learning based SSL frameworks are subjected to higher computational consumption and unsatisfactory performance. To handle these issues, we present a novel single-branch SSL method that incorporates an adaptive feature selection and activation module and a progressive cascade dimensionality reduction module, called APNet. Specifically, our method first fully exploits the unlabeled datasets and extracts intra- and inter-image information via introducing montage image. In addition, a novel adaptive feature selection and activation module is designed to generate the most comprehensive features. Besides, a progressive cascade dimensionality reduction module is proposed to capture the most representative features from latent vectors through cascade dimensionality increasing–decreasing operations. Extensive experiments have demonstrated the robustness and effectiveness of APNet. Specifically, APNet exceeds MoCo-v3 by 3.1% on the ImageNet-100 dataset, and consumes only half of the calculation. Code is available at https://github.com/AI-TYQ/APNet." @default.
• W4313487589 created "2023-01-06" @default.
• W4313487589 creator A5006250085 @default.
• W4313487589 creator A5009614648 @default.
• W4313487589 creator A5012633954 @default.
• W4313487589 creator A5018477186 @default.
• W4313487589 creator A5021875517 @default.
• W4313487589 creator A5028311940 @default.
• W4313487589 creator A5053807080 @default.
• W4313487589 creator A5068428294 @default.
• W4313487589 creator A5075913664 @default.
• W4313487589 date "2023-03-01" @default.
• W4313487589 modified "2023-10-14" @default.
• W4313487589 title "Feature selection and cascade dimensionality reduction for self-supervised visual representation learning" @default.
• W4313487589 cites W2037227137 @default.
• W4313487589 cites W2624147939 @default.
• W4313487589 cites W2752782242 @default.
• W4313487589 cites W2884585870 @default.
• W4313487589 cites W2922509574 @default.
• W4313487589 cites W3014847672 @default.
• W4313487589 cites W3026534984 @default.
• W4313487589 cites W3049148844 @default.
• W4313487589 cites W3187318797 @default.
• W4313487589 cites W3190409295 @default.
• W4313487589 cites W4282914989 @default.
• W4313487589 cites W4283027008 @default.
• W4313487589 cites W4306386459 @default.
• W4313487589 doi "https://doi.org/10.1016/j.compeleceng.2022.108570" @default.
• W4313487589 hasPublicationYear "2023" @default.
• W4313487589 type Work @default.
• W4313487589 citedByCount "0" @default.
• W4313487589 crossrefType "journal-article" @default.
• W4313487589 hasAuthorship W4313487589A5006250085 @default.
• W4313487589 hasAuthorship W4313487589A5009614648 @default.
• W4313487589 hasAuthorship W4313487589A5012633954 @default.
• W4313487589 hasAuthorship W4313487589A5018477186 @default.
• W4313487589 hasAuthorship W4313487589A5021875517 @default.
• W4313487589 hasAuthorship W4313487589A5028311940 @default.
• W4313487589 hasAuthorship W4313487589A5053807080 @default.
• W4313487589 hasAuthorship W4313487589A5068428294 @default.
• W4313487589 hasAuthorship W4313487589A5075913664 @default.
• W4313487589 hasConcept C104317684 @default.
• W4313487589 hasConcept C111030470 @default.
• W4313487589 hasConcept C119857082 @default.
• W4313487589 hasConcept C127413603 @default.
• W4313487589 hasConcept C138885662 @default.
• W4313487589 hasConcept C148483581 @default.
• W4313487589 hasConcept C153180895 @default.
• W4313487589 hasConcept C154945302 @default.
• W4313487589 hasConcept C165696696 @default.
• W4313487589 hasConcept C17744445 @default.
• W4313487589 hasConcept C185592680 @default.
• W4313487589 hasConcept C199539241 @default.
• W4313487589 hasConcept C2776359362 @default.
• W4313487589 hasConcept C2776401178 @default.
• W4313487589 hasConcept C34146451 @default.
• W4313487589 hasConcept C38652104 @default.
• W4313487589 hasConcept C41008148 @default.
• W4313487589 hasConcept C41895202 @default.
• W4313487589 hasConcept C42360764 @default.
• W4313487589 hasConcept C52622490 @default.
• W4313487589 hasConcept C55493867 @default.
• W4313487589 hasConcept C59404180 @default.
• W4313487589 hasConcept C63479239 @default.
• W4313487589 hasConcept C70518039 @default.
• W4313487589 hasConcept C81917197 @default.
• W4313487589 hasConcept C94625758 @default.
• W4313487589 hasConceptScore W4313487589C104317684 @default.
• W4313487589 hasConceptScore W4313487589C111030470 @default.
• W4313487589 hasConceptScore W4313487589C119857082 @default.
• W4313487589 hasConceptScore W4313487589C127413603 @default.
• W4313487589 hasConceptScore W4313487589C138885662 @default.
• W4313487589 hasConceptScore W4313487589C148483581 @default.
• W4313487589 hasConceptScore W4313487589C153180895 @default.
• W4313487589 hasConceptScore W4313487589C154945302 @default.
• W4313487589 hasConceptScore W4313487589C165696696 @default.
• W4313487589 hasConceptScore W4313487589C17744445 @default.
• W4313487589 hasConceptScore W4313487589C185592680 @default.
• W4313487589 hasConceptScore W4313487589C199539241 @default.
• W4313487589 hasConceptScore W4313487589C2776359362 @default.
• W4313487589 hasConceptScore W4313487589C2776401178 @default.
• W4313487589 hasConceptScore W4313487589C34146451 @default.
• W4313487589 hasConceptScore W4313487589C38652104 @default.
• W4313487589 hasConceptScore W4313487589C41008148 @default.
• W4313487589 hasConceptScore W4313487589C41895202 @default.
• W4313487589 hasConceptScore W4313487589C42360764 @default.
• W4313487589 hasConceptScore W4313487589C52622490 @default.
• W4313487589 hasConceptScore W4313487589C55493867 @default.
• W4313487589 hasConceptScore W4313487589C59404180 @default.
• W4313487589 hasConceptScore W4313487589C63479239 @default.
• W4313487589 hasConceptScore W4313487589C70518039 @default.
• W4313487589 hasConceptScore W4313487589C81917197 @default.
• W4313487589 hasConceptScore W4313487589C94625758 @default.
• W4313487589 hasFunder F4320321001 @default.
• W4313487589 hasFunder F4320323266 @default.
• W4313487589 hasLocation W43134875891 @default.
• W4313487589 hasOpenAccess W4313487589 @default.
• W4313487589 hasPrimaryLocation W43134875891 @default.

• next