uncertainty quantification

Disentangling Uncertainty in Machine Translation Evaluation EMNLP 2022 Double Spike Dirichlet Priors for Structured Weighting JMLR 2022 Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NeurIPS 2022 Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection MLHC 2022 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Evidential Reasoning and Learning: a Survey IJCAI 2022 Evidential Turing Processes ICLR 2022 Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity EMNLP 2022 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022 Fast Instrument Learning with Faster Rates NeurIPS 2022 Fast predictive uncertainty for classification with Bayesian deep networks UAI 2022 Feature Space Particle Inference for Neural Network Ensembles ICML 2022 FedPop: A Bayesian Approach for Personalised Federated Learning NeurIPS 2022 Few-Shot Keypoint Detection With Uncertainty Learning for Unseen Species CVPR 2022 FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation NeurIPS 2022 FisherMatch: Semi-Supervised Rotation Regression via Entropy-Based Filtering CVPR 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications ICML 2022 Generalized Bayesian quadrature with spectral kernels UAI 2022 Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning NeurIPS 2022 Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022 Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series ICLR 2022 HHP-Net: A Light Heteroscedastic Neural Network for Head Pose Estimation With Uncertainty WACV 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022