confidence estimation

A geometric method for improved uncertainty estimation in real-time UAI 2022 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022 Calibration of Machine Reading Systems at Scale ACL 2022 Confidence-based Reliable Learning under Dual Noises NeurIPS 2022 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning ACL 2022 Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination NeurIPS 2022 Early Stopping Based on Unlabeled Samples in Text Classification ACL 2022 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation COLING 2022 Learning Confidence for Transformer-based Neural Machine Translation ACL 2022 Modeling Aleatoric Uncertainty for Camouflaged Object Detection WACV 2022 Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022 Towards Improving Selective Prediction Ability of NLP Systems ACL 2022 Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022 Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias AAAI 2022 Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ICCV 2021 Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example AAAI 2021 Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021 Learning Accurate Dense Correspondences and When To Trust Them CVPR 2021 Learning a Non-Blind Deblurring Network for Night Blurry Images CVPR 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 Noisy-Labeled NER with Confidence Estimation NAACL 2021 Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction AAAI 2021 Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning ICCV 2021 Residual Energy-Based Models for End-to-End Speech Recognition Interspeech 2021