| ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection | Nov 23, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection | Nov 23, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Detecting out-of-distribution text using topological features of transformer-based language models | Nov 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Few-shot Out-of-Distribution Detection | Nov 20, 2023 | General KnowledgeOut-of-Distribution Detection | —Unverified | 0 |
| GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection | Nov 16, 2023 | Feature ImportanceOut-of-Distribution Detection | CodeCode Available | 0 |
| Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning | Nov 11, 2023 | 2D Object DetectionDensity Estimation | —Unverified | 0 |
| Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources | Nov 6, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Uncertainty quantification and out-of-distribution detection using surjective normalizing flows | Nov 1, 2023 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 0 |
| Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos | Nov 1, 2023 | AnatomyOut-of-Distribution Detection | —Unverified | 0 |
| Mahalanobis-Aware Training for Out-of-Distribution Detection | Nov 1, 2023 | Out-of-Distribution DetectionSensitivity | —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 |
| 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 |
| Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning | Oct 27, 2023 | Out-of-Distribution DetectionSelf-Supervised Learning | —Unverified | 0 |
| Likelihood-based Out-of-Distribution Detection with Denoising Diffusion Probabilistic Models | Oct 26, 2023 | DenoisingOut-of-Distribution Detection | —Unverified | 0 |
| Low-Dimensional Gradient Helps Out-of-Distribution Detection | Oct 26, 2023 | Dimensionality ReductionOut-of-Distribution Detection | —Unverified | 0 |
| Contextualised Out-of-Distribution Detection using Pattern Identication | Oct 24, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective | Oct 22, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications | Oct 19, 2023 | Out-of-Distribution DetectionSentiment Analysis | —Unverified | 0 |
| SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection | Oct 16, 2023 | Out-of-Distribution DetectionRepresentation Learning | CodeCode Available | 0 |
| SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection | Oct 12, 2023 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 |
| Histogram- and Diffusion-Based Medical Out-of-Distribution Detection | Oct 12, 2023 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection | Oct 12, 2023 | DescriptiveOut-of-Distribution Detection | —Unverified | 0 |
| A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance | Oct 12, 2023 | Feature EngineeringManagement | —Unverified | 0 |
| NECO: NEural Collapse Based Out-of-distribution detection | Oct 10, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Understanding the Feature Norm for Out-of-Distribution Detection | Oct 9, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Entropy-MCMC: Sampling from Flat Basins with Ease | Oct 9, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score | Oct 8, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Learning A Disentangling Representation For PU Learning | Oct 5, 2023 | ClusteringDensity Estimation | —Unverified | 0 |
| OpenPatch: a 3D patchwork for Out-Of-Distribution detection | Oct 5, 2023 | Novelty DetectionOut-of-Distribution Detection | —Unverified | 0 |
| A Metacognitive Approach to Out-of-Distribution Detection for Segmentation | Oct 4, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness | Oct 4, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms | Oct 3, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Can Pre-trained Networks Detect Familiar Out-of-Distribution Data? | Oct 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data | Sep 28, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization | Sep 27, 2023 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 |
| You can have your ensemble and run it too -- Deep Ensembles Spread Over Time | Sep 20, 2023 | Autonomous DrivingOut-of-Distribution Detection | —Unverified | 0 |
| BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture | Sep 14, 2023 | 2D Object Detectionobject-detection | —Unverified | 0 |
| Out of Distribution Detection via Domain-Informed Gaussian Process State Space Models | Sep 13, 2023 | NavigateOut-of-Distribution Detection | —Unverified | 0 |
| Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood | Sep 10, 2023 | Image InpaintingOut-of-Distribution Detection | CodeCode Available | 0 |
| HAct: Out-of-Distribution Detection with Neural Net Activation Histograms | Sep 9, 2023 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Unsupervised Out-of-Distribution Detection by Restoring Lossy Inputs with Variational Autoencoder | Sep 5, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Probabilistic Self-supervised Learning via Scoring Rules Minimization | Sep 5, 2023 | Knowledge DistillationOut-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 |
| Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features | Aug 31, 2023 | ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning | Aug 28, 2023 | DiversityEnsemble Learning | —Unverified | 0 |
| Out-of-distribution detection using normalizing flows on the data manifold | Aug 26, 2023 | Density EstimationOut-of-Distribution Detection | —Unverified | 0 |
| Graph Neural Stochastic Differential Equations | Aug 23, 2023 | Out-of-Distribution DetectionPrediction | —Unverified | 0 |
| Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection | Aug 22, 2023 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 0 |
| From Global to Local: Multi-scale Out-of-distribution Detection | Aug 20, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression | Aug 17, 2023 | Age EstimationDepth Aleatoric Uncertainty Estimation | CodeCode Available | 0 |
