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20212023
most citedLearned Image Compression with Mixed Transformer-CNN Architectures

12 citations · 22 across the 7 of their papers we have counts for

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eess.IV2023★ 12 cited

Learned Image Compression with Mixed Transformer-CNN Architectures

Jinming Liu, Heming Sun, Jiro Katto

Learned image compression (LIC) methods have exhibited promising progress and superior rate-distortion performance compared with classical image compression standards. Most existin…

eess.IV2022

Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules

Ran Wang, Jinming Liu, Heming Sun +1

Lossless image compression is an essential research field in image compression. Recently, learning-based image compression methods achieved impressive performance compared with tra…

eess.IV2022

Streaming-capable High-performance Architecture of Learned Image Compression Codecs

Fangzheng Lin, Heming Sun, Jiro Katto

Learned image compression allows achieving state-of-the-art accuracy and compression ratios, but their relatively slow runtime performance limits their usage. While previous attemp…