Xiangheng Shan

Open-Vocabulary Semantic Segmentation with Image Embedding Balancing

Open-vocabulary semantic segmentation is a challenging task which requires the model to output semantic masks of an image beyond a close-set vocabulary. Although many efforts have been made to utilize powerful CLIP models to accomplish this task they are still easily overfitting to training classes…