uncertainty quantification

Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models EMNLP 2025 Evidential Uncertainty Probes for Graph Neural Networks AISTATS 2025 EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory CVPR 2025 Extending Temperature Scaling with Homogenizing Maps JMLR 2025 EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR IJCAI 2025 Feature Clipping for Uncertainty Calibration AAAI 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025 FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs EMNLP 2025 FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025 Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields AISTATS 2025 Flow Stochastic Segmentation Networks ICCV 2025 From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025 Functional Stochastic Gradient MCMC for Bayesian Neural Networks AISTATS 2025 FUSE-MOS: Fusion of Speech Embeddings for MOS Prediction with Uncertainty Quantification Interspeech 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction RSS 2025 General Uncertainty Estimation with Delta Variances AAAI 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ACL 2025 Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection ICCV 2025 HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery UAI 2025 Hierarchical Classification Auxiliary Network for Time Series Forecasting AAAI 2025 Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting WACV 2025