uncertainty quantification

The Neural Testbed: Evaluating Joint Predictions NeurIPS 2022 The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022 The Role of Context and Uncertainty in Shallow Discourse Parsing COLING 2022 Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret NeurIPS 2022 Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees NeurIPS 2022 Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022 Towards Improving Calibration in Object Detection Under Domain Shift NeurIPS 2022 Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation NeurIPS 2022 Tractable Uncertainty for Structure Learning ICML 2022 Training on the Test Set: Mapping the System-Problem Space in AI AAAI 2022 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning NeurIPS 2022 Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022 Transformers Can Do Bayesian Inference ICLR 2022 Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022 Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 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 Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022 Uncertainty-Aware Deep Multi-View Photometric Stereo CVPR 2022 Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022 Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection COLING 2022 Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game NeurIPS 2022 Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022