FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386597102> ?p ?o ?g. }

• W4386597102 abstract "Motivated by the efficiency investigation of the Tranformer-based transform coding framework, namely SwinT-ChARM, we propose to enhance the latter, as first, with a more straightforward yet effective Tranformer-based channel-wise auto-regressive prior model, resulting in an absolute image compression transformer (ICT). Current methods that still rely on ConvNet-based entropy coding are limited in long-range modeling dependencies due to their local connectivity and an increasing number of architectural biases and priors. On the contrary, the proposed ICT can capture both global and local contexts from the latent representations and better parameterize the distribution of the quantized latents. Further, we leverage a learnable scaling module with a sandwich ConvNeXt-based pre/post-processor to accurately extract more compact latent representation while reconstructing higher-quality images. Extensive experimental results on benchmark datasets showed that the proposed adaptive image compression transformer (AICT) framework significantly improves the trade-off between coding efficiency and decoder complexity over the versatile video coding (VVC) reference encoder (VTM-18.0) and the neural codec SwinT-ChARM." @default.
• W4386597102 created "2023-09-12" @default.
• W4386597102 creator A5000331460 @default.
• W4386597102 creator A5045775107 @default.
• W4386597102 creator A5084205574 @default.
• W4386597102 date "2023-10-08" @default.
• W4386597102 modified "2023-09-30" @default.
• W4386597102 title "AICT: An Adaptive Image Compression Transformer" @default.
• W4386597102 cites W2962802655 @default.
• W4386597102 cites W2962891349 @default.
• W4386597102 cites W2997572967 @default.
• W4386597102 cites W3034469748 @default.
• W4386597102 cites W3091266734 @default.
• W4386597102 cites W3131427579 @default.
• W4386597102 cites W3138516171 @default.
• W4386597102 cites W4214753187 @default.
• W4386597102 cites W4223425316 @default.
• W4386597102 cites W4226355936 @default.
• W4386597102 cites W4312443924 @default.
• W4386597102 cites W4312597589 @default.
• W4386597102 cites W4312806968 @default.
• W4386597102 cites W4312934587 @default.
• W4386597102 doi "https://doi.org/10.1109/icip49359.2023.10222799" @default.
• W4386597102 hasPublicationYear "2023" @default.
• W4386597102 type Work @default.
• W4386597102 citedByCount "0" @default.
• W4386597102 crossrefType "proceedings-article" @default.
• W4386597102 hasAuthorship W4386597102A5000331460 @default.
• W4386597102 hasAuthorship W4386597102A5045775107 @default.
• W4386597102 hasAuthorship W4386597102A5084205574 @default.
• W4386597102 hasBestOaLocation W43865971021 @default.
• W4386597102 hasConcept C101738243 @default.
• W4386597102 hasConcept C106301342 @default.
• W4386597102 hasConcept C107673813 @default.
• W4386597102 hasConcept C111919701 @default.
• W4386597102 hasConcept C11413529 @default.
• W4386597102 hasConcept C115961682 @default.
• W4386597102 hasConcept C118505674 @default.
• W4386597102 hasConcept C121332964 @default.
• W4386597102 hasConcept C13481523 @default.
• W4386597102 hasConcept C153083717 @default.
• W4386597102 hasConcept C153180895 @default.
• W4386597102 hasConcept C153338461 @default.
• W4386597102 hasConcept C154945302 @default.
• W4386597102 hasConcept C161765866 @default.
• W4386597102 hasConcept C165801399 @default.
• W4386597102 hasConcept C175732694 @default.
• W4386597102 hasConcept C1769480 @default.
• W4386597102 hasConcept C177769412 @default.
• W4386597102 hasConcept C31972630 @default.
• W4386597102 hasConcept C34736171 @default.
• W4386597102 hasConcept C41008148 @default.
• W4386597102 hasConcept C50644808 @default.
• W4386597102 hasConcept C62520636 @default.
• W4386597102 hasConcept C66322947 @default.
• W4386597102 hasConcept C78548338 @default.
• W4386597102 hasConcept C9390403 @default.
• W4386597102 hasConcept C9417928 @default.
• W4386597102 hasConceptScore W4386597102C101738243 @default.
• W4386597102 hasConceptScore W4386597102C106301342 @default.
• W4386597102 hasConceptScore W4386597102C107673813 @default.
• W4386597102 hasConceptScore W4386597102C111919701 @default.
• W4386597102 hasConceptScore W4386597102C11413529 @default.
• W4386597102 hasConceptScore W4386597102C115961682 @default.
• W4386597102 hasConceptScore W4386597102C118505674 @default.
• W4386597102 hasConceptScore W4386597102C121332964 @default.
• W4386597102 hasConceptScore W4386597102C13481523 @default.
• W4386597102 hasConceptScore W4386597102C153083717 @default.
• W4386597102 hasConceptScore W4386597102C153180895 @default.
• W4386597102 hasConceptScore W4386597102C153338461 @default.
• W4386597102 hasConceptScore W4386597102C154945302 @default.
• W4386597102 hasConceptScore W4386597102C161765866 @default.
• W4386597102 hasConceptScore W4386597102C165801399 @default.
• W4386597102 hasConceptScore W4386597102C175732694 @default.
• W4386597102 hasConceptScore W4386597102C1769480 @default.
• W4386597102 hasConceptScore W4386597102C177769412 @default.
• W4386597102 hasConceptScore W4386597102C31972630 @default.
• W4386597102 hasConceptScore W4386597102C34736171 @default.
• W4386597102 hasConceptScore W4386597102C41008148 @default.
• W4386597102 hasConceptScore W4386597102C50644808 @default.
• W4386597102 hasConceptScore W4386597102C62520636 @default.
• W4386597102 hasConceptScore W4386597102C66322947 @default.
• W4386597102 hasConceptScore W4386597102C78548338 @default.
• W4386597102 hasConceptScore W4386597102C9390403 @default.
• W4386597102 hasConceptScore W4386597102C9417928 @default.
• W4386597102 hasFunder F4320327215 @default.
• W4386597102 hasLocation W43865971021 @default.
• W4386597102 hasOpenAccess W4386597102 @default.
• W4386597102 hasPrimaryLocation W43865971021 @default.
• W4386597102 hasRelatedWork W1499106570 @default.
• W4386597102 hasRelatedWork W1598165786 @default.
• W4386597102 hasRelatedWork W183496375 @default.
• W4386597102 hasRelatedWork W1874560941 @default.
• W4386597102 hasRelatedWork W2021618155 @default.
• W4386597102 hasRelatedWork W2096000848 @default.
• W4386597102 hasRelatedWork W2106538169 @default.
• W4386597102 hasRelatedWork W2153933536 @default.
• W4386597102 hasRelatedWork W2393286898 @default.
• W4386597102 hasRelatedWork W4292122272 @default.
• W4386597102 isParatext "false" @default.

• next