uncertainty quantification

1365 papers

Explore in graph

Also known as

UQ

Co-occurring keywords

uncertainty estimation (639) bayesian inference (1904) large language model (12755) conformal prediction (208) gaussian process (1198) variational inference (2069) out-of-distribution detection (611) epistemic uncertainty (156) neural network (6616) bayesian neural network (201)

Papers

ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025

Underwater Visual SLAM with Depth Uncertainty and Medium Modeling ICCV 2025

SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ACL 2025

Deterministic Object Pose Confidence Region Estimation ICCV 2025

Probabilistic Inertial Poser (ProbIP): Uncertainty-aware Human Motion Modeling from Sparse Inertial Sensors ICCV 2025

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts ICCV 2025

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization (Abstract Reprint) IJCAI 2025

General Uncertainty Estimation with Delta Variances AAAI 2025

RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025

EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR IJCAI 2025

AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings IJCAI 2025

Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection ICCV 2025

From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025

Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025

DUQ: Dual Uncertainty Quantification for Text-Video Retrieval IJCAI 2025

An Approach to Quantify Plans Robustness in Real-world Applications IJCAI 2025

ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions IJCAI 2025

Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025

Uncertainty-Aware Gradient Stabilization for Small Object Detection ICCV 2025

Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context ICCV 2025

Phases of Uncertainty: Confidence–Calibration Dynamics in Language Model Training EMNLP 2025

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025

UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025

Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025

Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025