misclassification detection

Misclassification-Aware Robust Learning from Multiple Human Labelers (Student Abstract) AAAI 2026 SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning EMNLP 2025 A Data-Driven Measure of Relative Uncertainty for Misclassification Detection ICLR 2024 RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024 Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow UAI 2023 Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023 Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization NeurIPS 2023 OpenMix: Exploring Outlier Samples for Misclassification Detection CVPR 2023 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 Uncertainty Estimation of Transformer Predictions for Misclassification Detection ACL 2022 CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021 DOCTOR: A Simple Method for Detecting Misclassification Errors NeurIPS 2021