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Variable rate compression with Uniform Spatial-Frequency Residual Bottleneck Adapter for learned image compression

Abstract Recent advances in learned image compression (LIC) have demonstrated superior performance over traditional methods but often require training and storage of multiple models to handle different bitrate settings. In this paper, we propose the Uniform Spatial-Frequency Residual Bottleneck Modu...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ran Wang, Yongqiang Wang, Heming Sun, Jiro Katto
Hōputu: Artigo
Reo:Inglês
I whakaputaina: SpringerOpen 2025-12-01
Rangatū:EURASIP Journal on Advances in Signal Processing
Ngā marau:
Urunga tuihono:https://doi.org/10.1186/s13634-025-01268-x
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