confidence estimation

Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery IJCAI 2023 Confidence Estimation Using Unlabeled Data ICLR 2023 ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing WACV 2023 Constraining Representations Yields Models That Know What They Don't Know ICLR 2023 DKM: Dense Kernelized Feature Matching for Geometry Estimation CVPR 2023 Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023 Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023 GACE: Geometry Aware Confidence Enhancement for Black-Box 3D Object Detectors on LiDAR-Data ICCV 2023 Human Transcription Quality Improvement Interspeech 2023 Making Pre-trained Language Models both Task-solvers and Self-calibrators ACL 2023 Model Calibration in Dense Classification with Adaptive Label Perturbation ICCV 2023 Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023 NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration AAAI 2023 On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing ACL 2023 OpenMix: Exploring Outlier Samples for Misclassification Detection CVPR 2023 RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023 RankMixup: Ranking-Based Mixup Training for Network Calibration ICCV 2023 Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models EACL 2023 Selectively Answering Ambiguous Questions EMNLP 2023 Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023 The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers Interspeech 2023 Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023 When to Read Documents or QA History: On Unified and Selective Open-domain QA ACL 2023 Word-level Confidence Estimation for CTC Models Interspeech 2023 Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023