FewCLIP calibrates frozen CLIP text prototypes with probabilistic visual prototypes, reporting large novel-class mIoU gains on PASCAL-5i and COCO-20i.
The pascal visual object classes (voc) challenge
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Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation
FewCLIP calibrates frozen CLIP text prototypes with probabilistic visual prototypes, reporting large novel-class mIoU gains on PASCAL-5i and COCO-20i.