Dezhuang Li

You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation

We present YOFO (You Only inFer Once), a new paradigm for referring video object segmentation (RVOS) that operates in an one-stage manner. Our key insight is that the language descriptor should serve as target-specific guidance to identify the target object, while a direct feature fusion of image an…