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Concept-based Explanations for Out-of-Distribution Detectors.

, , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 5817-5837. PMLR, (2023)

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Why Train More? Effective and Efficient Membership Inference via Memorization., , , and . CoRR, (2023)Stratified Adversarial Robustness with Rejection., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 4867-4894. PMLR, (2023)Identifying and Mitigating the Security Risks of Generative AI., , , , , , , , , and 13 other author(s). Found. Trends Priv. Secur., 6 (1): 1-52 (2023)PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails., , , , , , and . ACL (1), page 10960-10976. Association for Computational Linguistics, (2024)Concept-Based Explanations for Tabular Data., and . CoRR, (2022)Data-driven Approach to Aesthetic Enhancement., , , , and . Image Processing: Machine Vision Applications, page 1-5. Society for Imaging Science and Technology, (2016)Concept-based Explanations for Out-of-Distribution Detectors., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 5817-5837. PMLR, (2023)Rethink Diversity in Deep Learning Testing., , and . CoRR, (2023)MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance., , , , , , and . CoRR, (2024)