out-of-distribution detection

Detecting Anomalous Event Sequences with Temporal Point Processes NeurIPS 2021 Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing EMNLP 2021 DIBS: Diversity Inducing Information Bottleneck in Model Ensembles AAAI 2021 DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation ICLR 2021 Disentangled Information Bottleneck AAAI 2021 Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation ICCV 2021 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? ICML 2021 Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization ICLR 2021 Exploring the Limits of Out-of-Distribution Detection NeurIPS 2021 Hierarchical VAEs Know What They Don’t Know ICML 2021 Identifying untrustworthy predictions in neural networks by geometric gradient analysis UAI 2021 Improved Contrastive Divergence Training of Energy-Based Models ICML 2021 Improving Compositionality of Neural Networks by Decoding Representations to Inputs NeurIPS 2021 Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations WACV 2021 kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021 Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection UAI 2021 Latent Derivative Bayesian Last Layer Networks AISTATS 2021 Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021 LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NeurIPS 2021 Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models NeurIPS 2021 Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications NeurIPS 2021 MASKER: Masked Keyword Regularization for Reliable Text Classification AAAI 2021 MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction ICCV 2021 MOOD: Multi-Level Out-of-Distribution Detection CVPR 2021 MoPro: Webly Supervised Learning with Momentum Prototypes ICLR 2021