2 papers
cs.CV2026
Few-Shot Semantic Segmentation Meets SAM3
Yi-Jen Tsai, Yen-Yu Lin, Chien-Yao Wang
Few-Shot Semantic Segmentation (FSS) focuses on segmenting novel object categories from only a handful of annotated examples. Most existing approaches rely on extensive episodic tr…
cs.CV2025
Ranking-aware adapter for text-driven image ordering with CLIP
Wei-Hsiang Yu, Yen-Yu Lin, Ming-Hsuan Yang +1
Recent advances in vision-language models (VLMs) have made significant progress in downstream tasks that require quantitative concepts such as facial age estimation and image quali…