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Uncertainty Quantification

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Showing 526–550 of 2366 papers

TitleStatusHype
On Local Posterior Structure in Deep EnsemblesCode0
Uncertainty Quantification for Data-Driven Machine Learning Models in Nuclear Engineering Applications: Where We Are and What Do We Need?—0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions—0
Entropy-regularized Gradient Estimators for Approximate Bayesian Inference—0
Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural NetworksCode0
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model—0
How To Make Your Cell Tracker Say "I dunno!"—0
Model-Agnostic Uncertainty Quantification for Fast NFC Tag Identification using RF Fingerprinting—0
Conformal Prediction and Human Decision Making—0
Uncertainty Quantification for Multi-fidelity Simulations—0
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework—0
Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds—0
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net—0
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving—0
Uncertainty quantification and posterior sampling for network reconstruction—0
Probabilistic Segmentation for Robust Field of View Estimation—0
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 Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Conformal forecasting for surgical instrument trajectory—0
Matrix Factorization for Inferring Associations and Missing Links—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
Learning-based GNSS Uncertainty Quantification using Continuous-Time Factor Graph Optimization—0
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