| Improving Face Recognition by Clustering Unlabeled Faces in the Wild | Jul 14, 2020 | ClusteringFace Clustering | —Unverified | 0 |
| Exploiting Diffusion Prior for Out-of-Distribution Detection | Jun 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Exploiting Safe Spots in Neural Networks for Preemptive Robustness and Out-of-Distribution Detection | Jan 1, 2021 | Adversarial DefenseOut-of-Distribution Detection | —Unverified | 0 |
| Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification | Jun 26, 2024 | Dialect IdentificationOut-of-Distribution Detection | —Unverified | 0 |
| Improving Out-of-Distribution Detection with Markov Logic Networks | May 28, 2025 | Computational EfficiencyOut-of-Distribution Detection | —Unverified | 0 |
| Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection | Feb 6, 2023 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 |
| Enhancing Outlier Knowledge for Few-Shot Out-of-Distribution Detection with Extensible Local Prompts | Sep 7, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| A Global Model Approach to Robust Few-Shot SAR Automatic Target Recognition | Mar 20, 2023 | Meta-LearningOut-of-Distribution Detection | —Unverified | 0 |
| Enhancing Automated and Early Detection of Alzheimer's Disease Using Out-Of-Distribution Detection | Sep 4, 2023 | MRI classificationOut-of-Distribution Detection | —Unverified | 0 |
| Bayesian OOD detection with aleatoric uncertainty and outlier exposure | Feb 24, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning | Jun 13, 2022 | Out-of-Distribution Detection | —Unverified | 0 |
| Energy Correction Model in the Feature Space for Out-of-Distribution Detection | Mar 15, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Class-wise Thresholding for Robust Out-of-Distribution Detection | Oct 28, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Improving Entropic Out-of-Distribution Detection using Isometric Distances and the Minimum Distance Score | May 21, 2021 | Out-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 |
| Energy-based Out-of-distribution Detection for Multi-label Classification | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Class Incremental Learning with Task-Specific Batch Normalization and Out-of-Distribution Detection | Nov 1, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Image Background Serves as Good Proxy for Out-of-distribution Data | Jul 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection | Oct 27, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis | Feb 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Class-balanced Open-set Semi-supervised Object Detection for Medical Images | Aug 22, 2024 | Objectobject-detection | —Unverified | 0 |
| Enclosing Prototypical Variational Autoencoder for Explainable Out-of-Distribution Detection | Jun 17, 2025 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| A Simple Test-Time Method for Out-of-Distribution Detection | Jul 17, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Improving Compositionality of Neural Networks by Decoding Representations to Inputs | Jun 1, 2021 | FairnessOut-of-Distribution Detection | —Unverified | 0 |
| Efficient Out-of-Distribution Detection via CVAE data Generation | Sep 29, 2021 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 |
| Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems | Aug 26, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks | Jan 25, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| A Simple and Effective Baseline for Out-of-Distribution Detection using Abstention | Jan 1, 2021 | Deep LearningOut-of-Distribution Detection | —Unverified | 0 |
| A General Framework for Unsupervised Anomaly Detection | Jan 1, 2021 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks | Jul 2, 2024 | Dimensionality Reductionnamed-entity-recognition | —Unverified | 0 |
| Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks | Nov 24, 2021 | Anomaly DetectionColorization | —Unverified | 0 |
| Cascade Watchdog: A Multi-tiered Adversarial Guard for Outlier Detection | Aug 20, 2021 | Outlier DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss | Apr 10, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features | Aug 31, 2023 | ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| Are We Ready for Out-of-Distribution Detection in Digital Pathology? | Jul 18, 2024 | Out-of-Distribution DetectionTransfer Learning | —Unverified | 0 |
| Improving colonoscopy lesion classification using semi-supervised deep learning | Sep 7, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Improving Deep Ensembles by Estimating Confusion Matrices | Mar 10, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference | Jun 25, 2021 | Collaborative InferenceOut-of-Distribution Detection | —Unverified | 0 |
| Can We Ignore Labels In Out of Distribution Detection? | Apr 20, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Dynamic Model Agnostic Reliability Evaluation of Machine-Learning Methods Integrated in Instrumentation & Control Systems | Aug 8, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Δ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization | Oct 5, 2021 | Model OptimizationOut-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 |
| Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection | Jan 1, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos | Nov 1, 2023 | AnatomyOut-of-Distribution Detection | —Unverified | 0 |
| Dual-Adapter: Training-free Dual Adaptation for Few-shot Out-of-Distribution Detection | May 25, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection | Nov 3, 2024 | Change Point DetectionModel Selection | —Unverified | 0 |
| Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? -- Application to proton therapy dose prediction for head and neck cancer patients | Oct 30, 2023 | Out-of-Distribution Detectionregression | —Unverified | 0 |
| Improving and Assessing Anomaly Detectors for Large-Scale Settings | Sep 29, 2021 | Anomaly SegmentationOut-of-Distribution Detection | —Unverified | 0 |
| Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity | Nov 4, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? | Oct 30, 2019 | General Classificationimage-classification | —Unverified | 0 |
