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XueJiang16 / NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
Apache License 2.0
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A simple question on negative labels #10

Open X-funbean opened 1 week ago

X-funbean commented 1 week ago

It is mentioned in the analysis of the paper that the semantic space of the image is limited, so whether more negative labels will "just" cover the OOD data in the test set, resulting in the improvement of zero-shot performance?

XueJiang16 commented 1 week ago

You can refer to our rebuttals in ICLR 2024 and a reviewer asked a similar question.