out-of-distribution detection

Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Task Agnostic and Post-Hoc Unseen Distribution Detection WACV 2023 The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023 The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection ICLR 2023 Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning CoRL 2023 Toward Robust Uncertainty Estimation with Random Activation Functions AAAI 2023 Towards Bridging the Performance Gaps of Joint Energy-Based Models CVPR 2023 Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration CVPR 2023 Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Towards Open Environment Intent Prediction ACL 2023 Towards Safe Reinforcement Learning via OOD Dynamics Detection in Autonomous Driving System (Student Abstract) AAAI 2023 Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation WACV 2023 Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models EACL 2023 Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection ICLR 2023 Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection CVPR 2023 Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition AISTATS 2023 Uncertainty Estimation for Molecules: Desiderata and Methods ICML 2023 Understanding the Feature Norm for Out-of-Distribution Detection ICCV 2023 Unified Out-Of-Distribution Detection: A Model-Specific Perspective ICCV 2023 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability ICML 2023 Unsupervised Out-of-Distribution Detection with Diffusion Inpainting ICML 2023 Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance Interspeech 2023