out-of-distribution detection

Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning ACL 2023 VRA: Variational Rectified Activation for Out-of-distribution Detection NeurIPS 2023 WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis ICCV 2023 What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization NeurIPS 2023 Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings UAI 2023 XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models ACL 2023 A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022 AdaFocal: Calibration-aware Adaptive Focal Loss NeurIPS 2022 Addressing Out-of-Distribution Label Noise in Webly-Labelled Data WACV 2022 Adversarial Unlearning: Reducing Confidence Along Adversarial Directions NeurIPS 2022 AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection NeurIPS 2022 A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 A Theoretical Study on Solving Continual Learning NeurIPS 2022 BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022 Being a Bit Frequentist Improves Bayesian Neural Networks AISTATS 2022 Beyond Mahalanobis Distance for Textual OOD Detection NeurIPS 2022 Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models CVPR 2022 Boosting Out-of-distribution Detection with Typical Features NeurIPS 2022 Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ICML 2022 Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022 Deep Combinatorial Aggregation NeurIPS 2022 Deep Ensembles Work, But Are They Necessary? NeurIPS 2022 Deep Hybrid Models for Out-of-Distribution Detection CVPR 2022 Delving into Out-of-Distribution Detection with Vision-Language Representations NeurIPS 2022 Density-driven Regularization for Out-of-distribution Detection NeurIPS 2022