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

Bayesian Uncertainty Estimation for Batch Normalized Deep Networks ICML 2018
SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient NIPS 2018
Covariances, Robustness, and Variational Bayes JMLR 2018
Lightweight Probabilistic Deep Networks CVPR 2018
Randomized Prior Functions for Deep Reinforcement Learning NIPS 2018
Structured Uncertainty Prediction Networks CVPR 2018
Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty CVPR 2018
Interpreting Neural Networks with Nearest Neighbors EMNLP 2018
Scalable approximate Bayesian inference for particle tracking data ICML 2018
The Power of Ensembles for Active Learning in Image Classification CVPR 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NIPS 2017
Concrete Dropout NIPS 2017
Improving Reinforcement Learning with Confidence-Based Demonstrations IJCAI 2017
Dropout Inference in Bayesian Neural Networks with Alpha-divergences ICML 2017
Count-Based Exploration in Feature Space for Reinforcement Learning IJCAI 2017
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes From a Single RGB Image CVPR 2016
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods NIPS 2016
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015
Minimum Uncertainty Gap for Robust Visual Tracking CVPR 2013
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration ICCV 2013
Active Learning of an Action Detector from Untrimmed Videos ICCV 2013
Toward Information Theoretic Human-Robot Dialog RSS 2012