out-of-distribution detection

Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023 Balanced Energy Regularization Loss for Out-of-Distribution Detection CVPR 2023 Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models ICML 2023 Beyond In-Domain Scenarios: Robust Density-Aware Calibration ICML 2023 Birds of an odd feather: guaranteed out-of-distribution (OOD) novel category detection UAI 2023 Block Selection Method for Using Feature Norm in Out-of-Distribution Detection CVPR 2023 CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning NeurIPS 2023 Calibrating Transformers via Sparse Gaussian Processes ICLR 2023 Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NeurIPS 2023 Characterizing Out-of-Distribution Error via Optimal Transport NeurIPS 2023 Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks ACL 2023 CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No ICCV 2023 Concept-based Explanations for Out-of-Distribution Detectors ICML 2023 Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow UAI 2023 Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning NeurIPS 2023 Constraining Representations Yields Models That Know What They Don't Know ICLR 2023 Contrastive Learning with Adversarial Examples for Alleviating Pathology of Language Model ACL 2023 Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Decoupling MaxLogit for Out-of-Distribution Detection CVPR 2023 Deep Deterministic Uncertainty: A New Simple Baseline CVPR 2023 Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects ICCV 2023 Detecting Adversarial Faces Using Only Real Face Self-Perturbations IJCAI 2023 Detecting Out-of-distribution Data through In-distribution Class Prior ICML 2023 Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023