out-of-distribution detection

The OOD Blind Spot of Unsupervised Anomaly Detection MIDL 2021 Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs IJCAI 2021 Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Towards Discovery and Attribution of Open-World GAN Generated Images ICCV 2021 Towards optimally abstaining from prediction with OOD test examples NeurIPS 2021 Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning ICCV 2021 Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation ICCV 2021 Trusted Multi-View Classification ICLR 2021 Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021 Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs ICLR 2021 Understanding Failures in Out-of-Distribution Detection with Deep Generative Models ICML 2021 Unsupervised anomaly detection with adversarial mirrored autoencoders UAI 2021 Weakly-supervised Temporal Action Localization by Uncertainty Modeling AAAI 2021 Background Data Resampling for Outlier-Aware Classification CVPR 2020 Certifiably Adversarially Robust Detection of Out-of-Distribution Data NeurIPS 2020 Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020 Confidence-Aware Learning for Deep Neural Networks ICML 2020 Conservative Uncertainty Estimation By Fitting Prior Networks ICLR 2020 Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection IJCAI 2020 CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NeurIPS 2020 Debugging Tests for Model Explanations NeurIPS 2020 Deep Residual Flow for Out of Distribution Detection CVPR 2020 Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020 Detecting Extrapolation with Local Ensembles ICLR 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020