conftrace_

bayesian deep learning

83 papers

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BDL

Co-occurring keywords · papers mentioning both

uncertainty quantification (35) variational inference (21) gaussian process (10) bayesian inference (8) predictive uncertainty (6) uncertainty estimation (6) neural network (5) variational autoencoder (5) epistemic uncertainty (5) active learning (5)

Papers

SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient NeurIPS 2018 Concrete Dropout NeurIPS 2017 Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning IJCAI 2017 Deep Bayesian Active Learning with Image Data ICML 2017 Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017 What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? NeurIPS 2017 Learning Weight Uncertainty With Stochastic Gradient MCMC for Shape Classification CVPR 2016 Avoiding pathologies in very deep networks AISTATS 2014