uncertainty calibration

Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023 Variational Boosted Soft Trees AISTATS 2023 Better Uncertainty Calibration via Proper Scores for Classification and Beyond NeurIPS 2022 PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022 Uncertainty Calibration for Deep Audio Classifiers Interspeech 2022 An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021 BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021 Bayesian Inference with Certifiable Adversarial Robustness AISTATS 2021 Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021 Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021 Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain AISTATS 2021 Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization UAI 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 Post-Hoc Uncertainty Calibration for Domain Drift Scenarios CVPR 2021 Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition ICCV 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks ICML 2020 Improving model calibration with accuracy versus uncertainty optimization NeurIPS 2020 Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020 Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020 Stationary Activations for Uncertainty Calibration in Deep Learning NeurIPS 2020 Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning MIDL 2020 Calibrated Model-Based Deep Reinforcement Learning ICML 2019 Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019 Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018