Scribble-based weakly-supervised semantic segmentation using sparse scribble
supervision is gaining traction as it reduces annotation costs when compared to fully …

In the face of the high cost of annotation brought by fully supervised semantic segmentation,
a way to simplify the annotation has been proposed—weakly supervised semantic …

Abstract Recently, the mysterious In-Context Learning (ICL) ability of Transformer
architecture, particularly in large language models, has garnered considerable research …