model calibration

Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NeurIPS 2023 Variable-Based Calibration for Machine Learning Classifiers AAAI 2023 A Consistent and Differentiable Lp Canonical Calibration Error Estimator NeurIPS 2022 AdaFocal: Calibration-aware Adaptive Focal Loss NeurIPS 2022 Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022 Ambiguous Images With Human Judgments for Robust Visual Event Classification NeurIPS 2022 Assaying Out-Of-Distribution Generalization in Transfer Learning NeurIPS 2022 Assessing Generalization of SGD via Disagreement ICLR 2022 Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022 Boundary Smoothing for Named Entity Recognition ACL 2022 CalFAT: Calibrated Federated Adversarial Training with Label Skewness NeurIPS 2022 Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift UAI 2022 Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022 Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022 Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022 Calibrating Student Models for Emotion-related Tasks EMNLP 2022 Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022 Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022 Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory ACL 2022 Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022 ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022 Contrastive Test-Time Adaptation CVPR 2022 Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022