CrossMambaTuning: Synergistic Spatial and Cross-Layer Adaptation for Machine Vision Compression

Haobo Xiong, Shaobo Liu, Kai Liu +1

To reduce deployment cost and retraining overhead, adapting pretrained learned image compression (LIC) models to downstream machine vision tasks has attracted growing attention. Ho…