Tian-Qi Wei

Visual Memory and Textual Alignment for Cross-Modal Few-Shot Segmentation

Few-shot segmentation (FSS) aims to segment target objects with limited annotated examples. Recent studies have begun to explore large foundation models to improve generalization for this task. In particular, SAM 3 provides strong visual representations and supports text-guided segmentation. However, its performance re...