uncertainty estimation

Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation ACL 2023 Anti-Exploration by Random Network Distillation ICML 2023 A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023 A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles ICLR 2023 Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression NeurIPS 2023 Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023 Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images ICLR 2023 Beyond In-Domain Scenarios: Robust Density-Aware Calibration ICML 2023 Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation NeurIPS 2023 CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023 Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking CVPR 2023 Cosmic Microwave Background Recovery: A Graph-Based Bayesian Convolutional Network Approach AAAI 2023 Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation IJCAI 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Decoupled Training for Long-Tailed Classification With Stochastic Representations ICLR 2023 Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation NeurIPS 2023 D-IF: Uncertainty-aware Human Digitization via Implicit Distribution Field ICCV 2023 Distortion and Uncertainty Aware Loss for Panoramic Depth Completion ICML 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Efficient Out-of-Domain Detection for Sequence to Sequence Models ACL 2023 ELFNet: Evidential Local-global Fusion for Stereo Matching ICCV 2023 Epistemic Neural Networks NeurIPS 2023 Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression ACL 2023 Evidential Interactive Learning for Medical Image Captioning ICML 2023 Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation ICLR 2023