uncertainty estimation

Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification AAAI 2026 Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models AAAI 2026 PRIMU: Uncertainty Estimation for Novel Views in Gaussian Splatting from Primitive-Based Representations of Error and Coverage CVPR 2026 Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation MIDL 2026 Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models AAAI 2026 Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation AAAI 2026 Self-Supervised Uncertainty Estimation For Super-Resolution of Satellite Images UAI 2026 Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking AAAI 2026 SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning CVPR 2026 Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood WACV 2026 U^2Flow: Uncertainty-Aware Unsupervised Optical Flow Estimation CVPR 2026 UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening AAAI 2026 Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection CVPR 2026 Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026 Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models CVPR 2026 Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026 Uncertainty-Propelled Physics-MAE Fusion for Self-Supervised Diffusion-Weighted Image Denoising AAAI 2026 Universal EEG Epilepsy Detection via Evidential Multi-View De-Biasing AAAI 2026 UST-Hand: An Uncertainty-aware Spatiotemporal Point Cloud Interaction Network for 3D Self-supervised Hand Pose Estimation CVPR 2026 VarSplat: Uncertainty-aware 3D Gaussian Splatting for Robust RGB-D SLAM CVPR 2026 VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation CVPR 2026 When Models Hesitate: Answer Instability as a Label-Free Uncertainty Signal for LLMs ACL 2026 When to Think and When to Look: Uncertainty-Guided Lookback CVPR 2026