confidence calibration

AUC-based Selective Classification AISTATS 2023 Bag of Tricks for In-Distribution Calibration of Pretrained Transformers EACL 2023 Beyond Confidence: Reliable Models Should Also Consider Atypicality NeurIPS 2023 BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023 Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection CVPR 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 Calibrated Teacher for Sparsely Annotated Object Detection AAAI 2023 Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023 Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning WACV 2023 Calibrating Multimodal Learning ICML 2023 Calibrating the Rigged Lottery: Making All Tickets Reliable ICLR 2023 Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023 Human-Aligned Calibration for AI-Assisted Decision Making NeurIPS 2023 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023 Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023 Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles AISTATS 2023 Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments WACV 2023 Multiclass Confidence and Localization Calibration for Object Detection CVPR 2023 On Calibrating Semantic Segmentation Models: Analyses and an Algorithm CVPR 2023 On the Calibration of Large Language Models and Alignment EMNLP 2023 On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing ACL 2023 On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NeurIPS 2023 OpenMix: Exploring Outlier Samples for Misclassification Detection CVPR 2023 PAC Prediction Sets for Large Language Models of Code ICML 2023 Perception and Semantic Aware Regularization for Sequential Confidence Calibration CVPR 2023