out-of-distribution detection

Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022 Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel NeurIPS 2022 Distributionally Robust Recurrent Decoders with Random Network Distillation ACL 2022 Do Bayesian variational autoencoders know what they don’t know? UAI 2022 End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022 Estimating Example Difficulty Using Variance of Gradients CVPR 2022 Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022 Evaluating Out-of-Distribution Performance on Document Image Classifiers NeurIPS 2022 Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022 Evidential Turing Processes ICLR 2022 Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes AAAI 2022 Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022 GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022 GAPX: Generalized Autoregressive Paraphrase-Identification X NeurIPS 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models NeurIPS 2022 Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification AAAI 2022 GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs NeurIPS 2022 Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection MIDL 2022 Holistic Sentence Embeddings for Better Out-of-Distribution Detection EMNLP 2022 iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection AAAI 2022 Igeood: An Information Geometry Approach to Out-of-Distribution Detection ICLR 2022 Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images ICML 2022