The paper defines the personalized open-vocabulary segmentation task and shows a plug-in method with negative mask proposal that improves personal-concept IoU while roughly preserving original open-vocabulary performance.
Zero-shot semantic segmentation
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
The paper defines the personalized open-vocabulary segmentation task and shows a plug-in method with negative mask proposal that improves personal-concept IoU while roughly preserving original open-vocabulary performance.