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Uncertainty Quantification

32 directly classified papers

Papers per year

Papers

Quantifying Uncertainties in Natural Language Processing Tasks AAAI 2019
Bounding Box Regression With Uncertainty for Accurate Object Detection CVPR 2019
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels NIPS 2019
Addressing Failure Prediction by Learning Model Confidence NIPS 2019
Lightweight Probabilistic Deep Networks CVPR 2018
Structured Uncertainty Prediction Networks CVPR 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NIPS 2017