An Improved Upper Bound on the Rate-Distortion Function of Images

Zhihao Duan, Jack Ma, Jiangpeng He +1

Recent work has shown that Variational Autoencoders (VAEs) can be used to upper-bound the information rate-distortion (R-D) function of images, i.e., the fundamental limit of lossy…