uncertainty estimation

Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation ICLR 2022 Self-distribution distillation: efficient uncertainty estimation UAI 2022 Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels NeurIPS 2022 Single Model Uncertainty Estimation via Stochastic Data Centering NeurIPS 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation ACML 2022 Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation CVPR 2022 Tackling covariate shift with node-based Bayesian neural networks ICML 2022 Tractable Function-Space Variational Inference in Bayesian Neural Networks NeurIPS 2022 Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate AAAI 2022 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning NeurIPS 2022 Transformer Uncertainty Estimation with Hierarchical Stochastic Attention AAAI 2022 Transmission-Guided Bayesian Generative Model for Smoke Segmentation AAAI 2022 Trustworthy Long-Tailed Classification CVPR 2022 UAST: Uncertainty-Aware Siamese Tracking ICML 2022 UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation CVPR 2022 ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection SemEval 2022 UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NeurIPS 2022 Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022 Uncertainty-Aware Deep Multi-View Photometric Stereo CVPR 2022 Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NeurIPS 2022 Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022 Uncertainty-Driven Dehazing Network AAAI 2022 Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture NeurIPS 2022 Uncertainty Estimation of Transformer Predictions for Misclassification Detection ACL 2022 Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NeurIPS 2022