Exploring Zero-Shot Semantic Segmentation with No Supervision Leakage

Zero-shot semantic segmentation (ZS3), the process of classifying unseen classes without explicit training samples, poses a significant challenge. Despite notable progress made by pre-trained vision-language models, they have a problem of “supervision leakage” in the unseen classes due to their larg...

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Bibliographic Details
Main Authors: Yiqi Wang, Yingjie Tian
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/16/3452