FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3185767187> ?p ?o ?g. }

• W3185767187 abstract "This paper proposes a novel heterogeneous grid convolution that builds a graph-based image representation by exploiting heterogeneity in the image content, enabling adaptive, efficient, and controllable computations in a convolutional architecture. More concretely, the approach builds a data-adaptive graph structure from a convolutional layer by a differentiable clustering method, pools features to the graph, performs a novel direction-aware graph convolution, and unpool features back to the convolutional layer. By using the developed module, the paper proposes heterogeneous grid convolutional networks, highly efficient yet strong extension of existing architectures. We have evaluated the proposed approach on four image understanding tasks, semantic segmentation, object localization, road extraction, and salient object detection. The proposed method is effective on three of the four tasks. Especially, the method outperforms a strong baseline with more than 90% reduction in floating-point operations for semantic segmentation, and achieves the state-of-the-art result for road extraction. We will share our code, model, and data." @default.
• W3185767187 created "2021-08-02" @default.
• W3185767187 creator A5031341888 @default.
• W3185767187 creator A5064745304 @default.
• W3185767187 creator A5067250964 @default.
• W3185767187 creator A5076831092 @default.
• W3185767187 date "2021-06-01" @default.
• W3185767187 modified "2023-10-01" @default.
• W3185767187 title "Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation" @default.
• W3185767187 cites W1745334888 @default.
• W3185767187 cites W2158787690 @default.
• W3185767187 cites W2194775991 @default.
• W3185767187 cites W2412782625 @default.
• W3185767187 cites W2558460151 @default.
• W3185767187 cites W2560023338 @default.
• W3185767187 cites W2563705555 @default.
• W3185767187 cites W2601564443 @default.
• W3185767187 cites W2768308213 @default.
• W3185767187 cites W2799213142 @default.
• W3185767187 cites W2893801697 @default.
• W3185767187 cites W2951973024 @default.
• W3185767187 cites W2955813853 @default.
• W3185767187 cites W2962850830 @default.
• W3185767187 cites W2963270775 @default.
• W3185767187 cites W2963319519 @default.
• W3185767187 cites W2963881378 @default.
• W3185767187 cites W2965391153 @default.
• W3185767187 cites W2966735886 @default.
• W3185767187 cites W2975194617 @default.
• W3185767187 cites W2981669902 @default.
• W3185767187 cites W2983288276 @default.
• W3185767187 cites W2987701848 @default.
• W3185767187 cites W2990045899 @default.
• W3185767187 cites W2990775046 @default.
• W3185767187 cites W3014641072 @default.
• W3185767187 cites W3034345703 @default.
• W3185767187 cites W3035358681 @default.
• W3185767187 cites W3035422681 @default.
• W3185767187 doi "https://doi.org/10.1109/cvpr46437.2021.01373" @default.
• W3185767187 hasPublicationYear "2021" @default.
• W3185767187 type Work @default.
• W3185767187 sameAs 3185767187 @default.
• W3185767187 citedByCount "1" @default.
• W3185767187 countsByYear W31857671872023 @default.
• W3185767187 crossrefType "proceedings-article" @default.
• W3185767187 hasAuthorship W3185767187A5031341888 @default.
• W3185767187 hasAuthorship W3185767187A5064745304 @default.
• W3185767187 hasAuthorship W3185767187A5067250964 @default.
• W3185767187 hasAuthorship W3185767187A5076831092 @default.
• W3185767187 hasBestOaLocation W31857671872 @default.
• W3185767187 hasConcept C11413529 @default.
• W3185767187 hasConcept C132525143 @default.
• W3185767187 hasConcept C141297171 @default.
• W3185767187 hasConcept C153180895 @default.
• W3185767187 hasConcept C154945302 @default.
• W3185767187 hasConcept C187691185 @default.
• W3185767187 hasConcept C2524010 @default.
• W3185767187 hasConcept C33923547 @default.
• W3185767187 hasConcept C41008148 @default.
• W3185767187 hasConcept C45347329 @default.
• W3185767187 hasConcept C45374587 @default.
• W3185767187 hasConcept C50644808 @default.
• W3185767187 hasConcept C52622490 @default.
• W3185767187 hasConcept C80444323 @default.
• W3185767187 hasConcept C81363708 @default.
• W3185767187 hasConcept C89600930 @default.
• W3185767187 hasConceptScore W3185767187C11413529 @default.
• W3185767187 hasConceptScore W3185767187C132525143 @default.
• W3185767187 hasConceptScore W3185767187C141297171 @default.
• W3185767187 hasConceptScore W3185767187C153180895 @default.
• W3185767187 hasConceptScore W3185767187C154945302 @default.
• W3185767187 hasConceptScore W3185767187C187691185 @default.
• W3185767187 hasConceptScore W3185767187C2524010 @default.
• W3185767187 hasConceptScore W3185767187C33923547 @default.
• W3185767187 hasConceptScore W3185767187C41008148 @default.
• W3185767187 hasConceptScore W3185767187C45347329 @default.
• W3185767187 hasConceptScore W3185767187C45374587 @default.
• W3185767187 hasConceptScore W3185767187C50644808 @default.
• W3185767187 hasConceptScore W3185767187C52622490 @default.
• W3185767187 hasConceptScore W3185767187C80444323 @default.
• W3185767187 hasConceptScore W3185767187C81363708 @default.
• W3185767187 hasConceptScore W3185767187C89600930 @default.
• W3185767187 hasFunder F4320321034 @default.
• W3185767187 hasLocation W31857671871 @default.
• W3185767187 hasLocation W31857671872 @default.
• W3185767187 hasOpenAccess W3185767187 @default.
• W3185767187 hasPrimaryLocation W31857671871 @default.
• W3185767187 hasRelatedWork W1964120219 @default.
• W3185767187 hasRelatedWork W2144059113 @default.
• W3185767187 hasRelatedWork W2146076056 @default.
• W3185767187 hasRelatedWork W2767651786 @default.
• W3185767187 hasRelatedWork W2811390910 @default.
• W3185767187 hasRelatedWork W2913302899 @default.
• W3185767187 hasRelatedWork W3003836766 @default.
• W3185767187 hasRelatedWork W4200528772 @default.
• W3185767187 hasRelatedWork W4312376745 @default.
• W3185767187 hasRelatedWork W4312417841 @default.
• W3185767187 isParatext "false" @default.
• W3185767187 isRetracted "false" @default.
• W3185767187 magId "3185767187" @default.

• next