Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
–Neural Information Processing Systems
Observing that the original semantic pool is comprised of unmodified specific class names, we correspondingly construct a conjugated semantic pool (CSP) consisting of modified superclass names, each serving as a cluster center for samples sharing similar properties across different categories.
Neural Information Processing Systems
Oct-10-2025, 10:22:23 GMT
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