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Maxim Panov

Mohamed bin Zayed University of Artificial Intelligence

Uncertainty-aware abstention in medical diagnosis based on medical texts

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Feb 25, 2025
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Rectifying Conformity Scores for Better Conditional Coverage

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Feb 22, 2025
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Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models

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Feb 20, 2025
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Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images

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Feb 12, 2025
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CoCoA: A Generalized Approach to Uncertainty Quantification by Integrating Confidence and Consistency of LLM Outputs

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Feb 07, 2025
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Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models

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Aug 20, 2024
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Reference-free Hallucination Detection for Large Vision-Language Models

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Aug 11, 2024
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Conditionally valid Probabilistic Conformal Prediction

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Jul 01, 2024
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Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph

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Jun 21, 2024
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Generalization error of spectral algorithms

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Mar 18, 2024
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