2025 "zero-shot ood detection" Papers

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DualCnst: Enhancing Zero-Shot Out-of-Distribution Detection via Text-Image Consistency in Vision-Language Models

Fayi Le, Wenwu He, Chentao Cao et al.

NEURIPS 2025poster

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

Amirhossein Ansari, Ke Wang, Pulei Xiong

ICCV 2025posterarXiv:2507.09795