Variable-Rate Deep Image Compression With Vision Transformers

Recently, vision transformers have been applied in many computer vision problems due to its long-range learning ability. However, it has not been throughly explored in image compression. We propose a patch-based learned image compression network by incorporating vision transformers. The input image...

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