conftrace_

uncertainty estimation

648 papers

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Also known as

UE

Co-occurring keywords

uncertainty quantification (1393) out-of-distribution detection (617) large language model (13587) bayesian inference (1907) active learning (1301) neural network (6616) semantic segmentation (3186) variational inference (2069) semi-supervised learning (2341) domain adaptation (4595)

Papers

Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters NIPS 2022
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NIPS 2022
Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels NIPS 2022
NOMU: Neural Optimization-based Model Uncertainty ICML 2022
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022
CoordiNet: Uncertainty-Aware Pose Regressor for Reliable Vehicle Localization WACV 2022
Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate AAAI 2022
QuaDUE-CCM: Interpretable Distributional Reinforcement Learning using Uncertain Contraction Metrics for Precise Quadrotor Trajectory Tracking CORL 2022
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks AAAI 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
Rethinking Negative Sampling for Handling Missing Entity Annotations ACL 2022
i3Deep: Efficient 3D interactive segmentation with the nnU-Net MIDL 2022
Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022
Uncertainty Estimation of Transformer Predictions for Misclassification Detection ACL 2022
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022
Orientation Estimation of Abdominal Ultrasound Images with Multi-Hypotheses Networks MIDL 2022
Diffusion Models for Implicit Image Segmentation Ensembles MIDL 2022
DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection NAACL 2022
ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection SEMEVAL 2022
Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022
Trustworthy Long-Tailed Classification CVPR 2022
UAST: Uncertainty-Aware Siamese Tracking ICML 2022
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022
Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration WACV 2022