conftrace_

predictive uncertainty

109 papers

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PU

Co-occurring keywords · papers mentioning both

uncertainty quantification (33) uncertainty estimation (23) out-of-distribution detection (12) variational inference (11) model calibration (9) neural network (8) epistemic uncertainty (7) bayesian deep learning (6) bayesian neural network (6) aleatoric uncertainty (5)

Papers

GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver ICML 2019 Learning for Single-Shot Confidence Calibration in Deep Neural Networks Through Stochastic Inferences CVPR 2019 On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks NeurIPS 2019 Reliable training and estimation of variance networks NeurIPS 2019 Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019 Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference ICCV 2019 Predictive Uncertainty Estimation via Prior Networks NeurIPS 2018 Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML 2017 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NeurIPS 2017