out-of-distribution detection

Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NeurIPS 2022 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022 Unknown-Aware Object Detection: Learning What You Don't Know From Videos in the Wild CVPR 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NeurIPS 2022 Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness NeurIPS 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022 Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022 ViM: Out-of-Distribution With Virtual-Logit Matching CVPR 2022 VOS: Learning What You Don't Know by Virtual Outlier Synthesis ICLR 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Watermarking for Out-of-distribution Detection NeurIPS 2022 Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data CVPR 2022 Your Out-of-Distribution Detection Method is Not Robust! NeurIPS 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022 A General Framework For Detecting Anomalous Inputs to DNN Classifiers ICML 2021 A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition NeurIPS 2021 Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation ICML 2021 Automatic Open-World Reliability Assessment WACV 2021 Can multi-label classification networks know what they don’t know? NeurIPS 2021 Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021 CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue ICCV 2021 Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021 Deep Metric Learning for Open World Semantic Segmentation ICCV 2021 Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models AAAI 2021 Density of States Estimation for Out of Distribution Detection AISTATS 2021