2 papers
cs.CV2026
SARATR-X-v2: Scale-Aware Structural Pre-Training for SAR Foundation Models
Weijie Li, Yafei Song, Yongxiang Liu +7
Masked image modeling has become a dominant paradigm for SAR pre-training, yet the design of the reconstruction target remains fundamentally unsettled. This article argues that a S…
cs.CV2025
Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework
Zifu Zhang, Shengxi Li, Xiancheng Sun +3
Human-machine collaborative compression has been receiving increasing research efforts for reducing image/video data, serving as the basis for both human perception and machine int…