uncertainty quantification

The Ridgelet Prior: A Covariance Function Approach to Prior Specification for Bayesian Neural Networks JMLR 2021 Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs IJCAI 2021 Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration AAAI 2021 Trumpets: Injective flows for inference and inverse problems UAI 2021 UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks AAAI 2021 UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching ICCV 2021 Uncertain-aware Safe Exploratory Planning using Gaussian Process and Neural Control Contraction Metric L4DC 2021 Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition ACL 2021 Uncertainty-aware Active Learning for Optimal Bayesian Classifier ICLR 2021 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021 Uncertainty-aware Binary Neural Networks IJCAI 2021 Uncertainty-Aware Camera Pose Estimation From Points and Lines CVPR 2021 Uncertainty-Aware Few-Shot Image Classification IJCAI 2021 Uncertainty-Aware Joint Salient Object and Camouflaged Object Detection CVPR 2021 Uncertainty-Aware Machine Translation Evaluation EMNLP 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021 Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation ICCV 2021 Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models MLHC 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs ICLR 2021 Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021 Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection ICCV 2021 Uncertainty in Gradient Boosting via Ensembles ICLR 2021 Uncertainty in minimum cost multicuts for image and motion segmentation UAI 2021 Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks AAAI 2021