Soft then Hard: Rethinking the Quantization in Neural Image Compression

Zongyu Guo, Zhizheng Zhang, Runsen Feng, Zhibo Chen

Abstract: Quantization is one of the core components in lossy image compression. For neural image compression, end-to-end optimization requires differentiable approximations of quantization, which can genera...