uncertainty quantification

Unsupervised Event-Based Video Reconstruction WACV 2024 UQ-Guided Hyperparameter Optimization for Iterative Learners NeurIPS 2024 Using AI Uncertainty Quantification to Improve Human Decision-Making ICML 2024 Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs ICML 2024 Value-Distributional Model-Based Reinforcement Learning JMLR 2024 Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting NeurIPS 2024 Verifiably Robust Conformal Prediction NeurIPS 2024 Verification of neural reachable tubes via scenario optimization and conformal prediction L4DC 2024 Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning NeurIPS 2024 Winner-takes-all learners are geometry-aware conditional density estimators ICML 2024 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation ICCV 2023 A Close Look into the Calibration of Pre-trained Language Models ACL 2023 Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle ICLR 2023 Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023 Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023 Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data ICLR 2023 A Diachronic Perspective on User Trust in AI under Uncertainty EMNLP 2023 A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space NeurIPS 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NeurIPS 2023 Aligning Predictive Uncertainty with Clarification Questions in Grounded Dialog EMNLP 2023 Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation ACL 2023 Ambiguous Medical Image Segmentation Using Diffusion Models CVPR 2023 AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023 Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification MIDL 2023