🏢 Institute of Automation, CAS
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
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Multimodal Learning
Vision-Language Models
🏢 Institute of Automation, CAS
Boosting zero-shot OOD detection accuracy, this paper introduces a conjugated semantic pool (CSP) improving FPR95 by 7.89%. CSP leverages modified superclass names for superior OOD label identificatio…