uncertainty quantification

Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction CVPR 2020 Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification AAAI 2020 Uncertainty-Aware Score Distribution Learning for Action Quality Assessment CVPR 2020 Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization AAAI 2020 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020 Uncertainty Aware Semi-Supervised Learning on Graph Data NeurIPS 2020 Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving WACV 2020 Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation MIDL 2020 Uncertainty Based Camera Model Selection CVPR 2020 Uncertainty-based Graph Convolutional Networks for Organ Segmentation Refinement MIDL 2020 Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020 Uncertainty in Neural Networks: Approximately Bayesian Ensembling AISTATS 2020 Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks COLING 2020 Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery AISTATS 2020 Uncertainty Quantification for Inferring Hawkes Networks NeurIPS 2020 Uncertainty Quantification for Sparse Deep Learning AISTATS 2020 Understanding Neural Abstractive Summarization Models via Uncertainty EMNLP 2020 Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift ICML 2020 Validated Variational Inference via Practical Posterior Error Bounds AISTATS 2020 Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring CVPR 2020 A Bayesian Approach for Sequence Tagging with Crowds EMNLP 2019 Accurate Layerwise Interpretable Competence Estimation NeurIPS 2019 AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ACL 2019 Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models AISTATS 2019 Addressing Failure Prediction by Learning Model Confidence NeurIPS 2019