A Compact Hybrid Convolution--Frequency State Space Network for Learned Image Compression

Haodong Pan, Hao Wei, Yusong Wang +2

Learned image compression (LIC) has recently benefited from Transformer- and state space models (SSM)- based backbones for modeling long-range dependencies. However, the former typ…