uncertainty quantification

Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning AAAI 2025 Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals ICML 2025 How To Make Your Cell Tracker Say "I dunno!" ICCV 2025 Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception CVPR 2025 Identifying Drivers of Predictive Aleatoric Uncertainty IJCAI 2025 Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025 Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles UAI 2025 Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics ACL 2025 Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention AISTATS 2025 Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025 Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds JMLR 2025 keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection SemEval 2025 Kernel-based Optimally Weighted Conformal Time-Series Prediction ICLR 2025 KernelMatmul: Scaling Gaussian Processes to Large Time Series AAAI 2025 KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction EMNLP 2025 Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025 Label Calibration in Source Free Domain Adaptation WACV 2025 Label Distribution Learning using the Squared Neural Family on the Probability Simplex UAI 2025 Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025 Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory AAAI 2025 Learning Normal Flow Directly From Events ICCV 2025 Learning signals defined on graphs with optimal transport and Gaussian process regression AISTATS 2025 Leave-One-Out Stable Conformal Prediction ICLR 2025 Legitimate ground-truth-free metrics for deep uncertainty classification scoring AISTATS 2025 Letting Uncertainty Guide Your Multimodal Machine Translation UAI 2025