An Information-Theoretic Regularizer for Lossy Neural Image Compression

Yingwen Zhang, Meng Wang, Xihua Sheng +4

Lossy image compression networks aim to minimize the latent entropy of images while adhering to specific distortion constraints. However, optimizing the neural network can be chall…