uncertainty estimation

Contour-Hugging Heatmaps for Landmark Detection CVPR 2022 CoordiNet: Uncertainty-Aware Pose Regressor for Reliable Vehicle Localization WACV 2022 Deep Combinatorial Aggregation NeurIPS 2022 Deep Depth From Focus With Differential Focus Volume CVPR 2022 Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity ICLR 2022 Deep Hybrid Models for Out-of-Distribution Detection CVPR 2022 Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022 Diffusion Models for Implicit Image Segmentation Ensembles MIDL 2022 Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel NeurIPS 2022 Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates AAAI 2022 Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022 Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022 Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022 Evaluating high-order predictive distributions in deep learning UAI 2022 FisherMatch: Semi-Supervised Rotation Regression via Entropy-Based Filtering CVPR 2022 FLAG: Flow-Based 3D Avatar Generation From Sparse Observations CVPR 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 Functional Ensemble Distillation NeurIPS 2022 Hyperbolic Image Segmentation CVPR 2022 i3Deep: Efficient 3D interactive segmentation with the nnU-Net MIDL 2022 iFS-RCNN: An Incremental Few-Shot Instance Segmenter CVPR 2022 Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022 Input Dependent Sparse Gaussian Processes ICML 2022