Dingding Jia

PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation

Open-Vocabulary Segmentation(OVS) aims to achieve pixel-level semantic recognition from arbitrary text queries. Existing large-scale visual-linguistic models, such as CLIP, perform well in zero-shot generalization, but their image-level training objectives and real-valued cross-modal alignment mix a…