conftrace_

aleatoric uncertainty

109 papers

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AU

Co-occurring keywords

epistemic uncertainty (160) uncertainty quantification (1393) uncertainty estimation (648) neural network (6616) out-of-distribution detection (617) semantic segmentation (3186) large language model (13587) diffusion model (3751) bayesian neural network (201) variational inference (2069)

Papers

Stochastically Dominant Distributional Reinforcement Learning ICML 2020
Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning MIDL 2020
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels NIPS 2019
Single-Model Uncertainties for Deep Learning NIPS 2019
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NIPS 2019
Face Alignment With Kernel Density Deep Neural Network ICCV 2019
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning ICML 2018
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? NIPS 2017