Haoxin Lv

GTMS: A Gradient-driven Tree-guided Mask-free Referring Image Segmentation Method

"Referring image segmentation (RIS) aims to segment an object of interest by a given natural language expression. As fully-supervised methods require expensive pixel-wise labeling, mask-free solutions supervised by low-cost labels are largely desired. However, existing mask-free RIS methods suffer f…