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Uncertainty Quantification

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Showing 251–300 of 2366 papers

TitleStatusHype
OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy PredictionCode1
Conformal Prediction and Human Decision Making—0
Model-Agnostic Uncertainty Quantification for Fast NFC Tag Identification using RF Fingerprinting—0
How To Make Your Cell Tracker Say "I dunno!"—0
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework—0
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net—0
Uncertainty Quantification for Multi-fidelity Simulations—0
Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning PoliciesCode1
Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds—0
Uncertainty quantification and posterior sampling for network reconstructionCode0
Probabilistic Segmentation for Robust Field of View Estimation—0
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving—0
Learning and discovering multiple solutions using physics-informed neural networks with random initialization and deep ensembleCode3
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation—0
Uncertainty Quantification From Scaling Laws in Deep Neural Networks—0
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization—0
Conformal forecasting for surgical instrument trajectory—0
On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting—0
An Uncertainty Quantification Framework for Deep Learning-Based Automatic Modulation Classification—0
Matrix Factorization for Inferring Associations and Missing Links—0
Learning-based GNSS Uncertainty Quantification using Continuous-Time Factor Graph Optimization—0
Active operator learning with predictive uncertainty quantification for partial differential equations—0
Conceptualizing UncertaintyCode0
LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery—0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
Architectural and Inferential Inductive Biases For Exchangeable Sequence ModelingCode0
An Efficient and Uncertainty-aware Reinforcement Learning Framework for Quality Assurance in Extrusion Additive Manufacturing—0
Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices—0
Gaussian process surrogate model to approximate power grid simulators -- An application to the certification of a congestion management controller—0
Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography—0
CONSeg: Voxelwise Glioma Conformal Segmentation—0
Global Framework for Emulation of Nuclear Calculations—0
AI-Powered Bayesian Inference—0
Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems—0
An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention NetworksCode0
Weakly Supervised Pixel-Level Annotation with Visual Interpretability—0
Uncertainty Quantification in Retrieval Augmented Question AnsweringCode0
An Overview of Large Language Models for Statisticians—0
Uncertainty-aware abstention in medical diagnosis based on medical texts—0
Uncertainty Quantification for LLM-Based Survey Simulations—0
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods—0
Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods—0
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-ThoughtCode1
Posterior Inference with Diffusion Models for High-dimensional Black-box OptimizationCode1
All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty—0
Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses—0
Logit Disagreement: OoD Detection with Bayesian Neural Networks—0
From FAIR to CURE: Guidelines for Computational Models of Biological Systems—0
Rapid Parameter Inference with Uncertainty Quantification for a Radiological Plume Source Identification Problem—0
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