uncertainty quantification

Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformal Language Model Reasoning with Coherent Factuality ICLR 2025 Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025 Conformal Prediction as Bayesian Quadrature ICML 2025 Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information UAI 2025 Conformal Prediction for Partial Label Learning AAAI 2025 Conformal Prediction for Zero-Shot Models CVPR 2025 Conformal Prediction without Nonconformity Scores UAI 2025 ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025 Conformal Structured Prediction ICLR 2025 Conformal Thresholded Intervals for Efficient Regression AAAI 2025 Conformity in Large Language Models ACL 2025 CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025 CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization UAI 2025 (CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations NAACL 2025 CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction AAAI 2025 DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction CVPR 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization JMLR 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 DeLLMa: Decision Making Under Uncertainty with Large Language Models ICLR 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 Deterministic Object Pose Confidence Region Estimation ICCV 2025 DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection WACV 2025 Discovering Directions of Uncertainty in Speech Inpainting Interspeech 2025