Entroformer: A Transformer-based Entropy Model for Learned Image Compression

Yichen Qian, Xiuyu Sun, Ming Lin, Zhiyu Tan, Rong Jin

Abstract: One critical component in lossy deep image compression is the entropy model, which predicts the probability distribution of the quantized latent representation in the encoding and decoding modules....