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large_scale_ood
large_scale_ood PublicMOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space
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Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"
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source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"
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source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"
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[NeurIPS 2024] Official Implementation of "Bridging OOD Generalization and Detection: A Graph-Theoretic View"
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