Web: http://arxiv.org/abs/2209.09244

Sept. 21, 2022, 1:12 a.m. | Chenjian Gao, Tongda Xu, Dailan He, Hongwei Qin, Yan Wang

cs.CV updates on arXiv.org arxiv.org

Neural image compression (NIC) has outperformed traditional image codecs in
rate-distortion (R-D) performance. However, it usually requires a dedicated
encoder-decoder pair for each point on R-D curve, which greatly hinders its
practical deployment. While some recent works have enabled bitrate control via
conditional coding, they impose strong prior during training and provide
limited flexibility. In this paper we propose Code Editing, a highly flexible
coding method for NIC based on semi-amortized inference and adaptive
quantization. Our work is a new …

arxiv code compression image

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