| How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? | Jun 9, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar | Jul 24, 2023 | CPUOut-of-Distribution Detection | —Unverified | 0 |
| DICE: A Simple Sparsification Method for Out-of-distribution Detection | Sep 29, 2021 | AttributeOut-of-Distribution Detection | —Unverified | 0 |
| Hypothesis-Driven Deep Learning for Out of Distribution Detection | Mar 21, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks | Jan 7, 2024 | Graph ClassificationGraph Representation Learning | —Unverified | 0 |
| Histogram- and Diffusion-Based Medical Out-of-Distribution Detection | Oct 12, 2023 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Managing the unknown: a survey on Open Set Recognition and tangential areas | Dec 14, 2023 | Continual LearningNovelty Detection | —Unverified | 0 |
| Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels | Apr 28, 2025 | Fault DiagnosisOut-of-Distribution Detection | —Unverified | 0 |
| High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks | Jul 9, 2018 | Data AugmentationImage Generation | —Unverified | 0 |
| (Implicit) Ensembles of Ensembles: Epistemic Uncertainty Collapse in Large Models | Sep 4, 2024 | Out-of-Distribution DetectionUncertainty Quantification | —Unverified | 0 |
| Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection | Aug 28, 2024 | Density EstimationOut-of-Distribution Detection | —Unverified | 0 |
| Out-of-distribution detection for regression tasks: parameter versus predictor entropy | Oct 24, 2020 | DiversityOut-of-Distribution Detection | —Unverified | 0 |
| Discriminability-Driven Channel Selection for Out-of-Distribution Detection | Jan 1, 2024 | channel selectionOut-of-Distribution Detection | —Unverified | 0 |
| PAWS-VMK: A Unified Approach To Semi-Supervised Learning And Out-of-Distribution Detection | Nov 28, 2023 | Benchmarkingimage-classification | —Unverified | 0 |
| Improving and Assessing Anomaly Detectors for Large-Scale Settings | Sep 29, 2021 | Anomaly SegmentationOut-of-Distribution Detection | —Unverified | 0 |
| Structured Dropout Variational Inference for Bayesian Neural Networks | Feb 16, 2021 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Better Verified Explanations with Applications to Incorrectness and Out-of-Distribution Detection | Sep 4, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection | Mar 10, 2025 | Hallucinationobject-detection | —Unverified | 0 |
| Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks | Aug 16, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Hierarchical Gaussian Processes with Wasserstein-2 Kernels | Oct 28, 2020 | Gaussian ProcessesOut-of-Distribution Detection | —Unverified | 0 |
| HAROOD: Human Activity Classification and Out-of-Distribution Detection with Short-Range FMCW Radar | Dec 14, 2023 | Out-of-Distribution DetectionTriplet | —Unverified | 0 |
| Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations | Feb 23, 2021 | Out-of-Distribution Detection | —Unverified | 0 |
| Harnessing Large Language and Vision-Language Models for Robust Out-of-Distribution Detection | Jan 9, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Low-Dimensional Gradient Helps Out-of-Distribution Detection | Oct 26, 2023 | Dimensionality ReductionOut-of-Distribution Detection | —Unverified | 0 |
| VRA: Variational Rectified Activation for Out-of-distribution Detection | Feb 23, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Low-Quality Image Detection by Hierarchical VAE | Aug 20, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning | Nov 2, 2024 | Domain GeneralizationMeta-Learning | —Unverified | 0 |
| Mahalanobis-Aware Training for Out-of-Distribution Detection | Nov 1, 2023 | Out-of-Distribution DetectionSensitivity | —Unverified | 0 |
| HAct: Out-of-Distribution Detection with Neural Net Activation Histograms | Sep 9, 2023 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Improving Out-of-Distribution Detection with Markov Logic Networks | May 28, 2025 | Computational EfficiencyOut-of-Distribution Detection | —Unverified | 0 |
| Density of States Estimation for Out-of-Distribution Detection | Jun 16, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance | Dec 6, 2018 | Out-of-Distribution Detection | —Unverified | 0 |
| Benchmark for Out-of-Distribution Detection in Deep Reinforcement Learning | Dec 5, 2021 | Deep Reinforcement LearningOut-of-Distribution Detection | —Unverified | 0 |
| Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation | Mar 7, 2025 | Deep Reinforcement LearningOut-of-Distribution Detection | —Unverified | 0 |
| GROOD: Gradient-Aware Out-of-Distribution Detection | Dec 22, 2023 | Image ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| Density estimation in representation space to predict model uncertainty | Aug 20, 2019 | Density Estimationimage-classification | —Unverified | 0 |
| DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization | Aug 4, 2023 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Linking Neural Collapse and L2 Normalization with Improved Out-of-Distribution Detection in Deep Neural Networks | Sep 17, 2022 | L2 RegularizationOut-of-Distribution Detection | —Unverified | 0 |
| Informative Outlier Matters: Robustifying Out-of-distribution Detection Using Outlier Mining | Sep 28, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation | May 19, 2025 | Data AugmentationOpen Set Learning | —Unverified | 0 |
| Unifying Self-Supervised Clustering and Energy-Based Models | Dec 30, 2023 | ClusteringOut-of-Distribution Detection | —Unverified | 0 |
| How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability | Jun 13, 2024 | Image ClassificationLearning Theory | —Unverified | 0 |
| Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data | Dec 23, 2021 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 |
| DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories | Feb 23, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Integrating uncertainty quantification into randomized smoothing based robustness guarantees | Oct 27, 2024 | Out-of-Distribution DetectionUncertainty Quantification | —Unverified | 0 |
| Interpretable Out-Of-Distribution Detection Using Pattern Identification | Jan 24, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Graph Neural Stochastic Differential Equations | Aug 23, 2023 | Out-of-Distribution DetectionPrediction | —Unverified | 0 |
| Intra-class Mixup for Out-of-Distribution Detection | Sep 29, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection | May 21, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Advancing Out-of-Distribution Detection through Data Purification and Dynamic Activation Function Design | Mar 6, 2024 | Out-of-Distribution DetectionSpecificity | —Unverified | 0 |
