2025
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
CVPR 2025poster
Dense visual prediction tasks have been constrained by their reliance on predefined categories, limiting their applicability in real-world scenarios where visual concepts are unbounded. While Vision-Language Models (VLMs) like CLIP have shown promise in open-vocabulary tasks, their direct applicatio…