| DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories | Feb 23, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Logit Disagreement: OoD Detection with Bayesian Neural Networks | Feb 21, 2025 | Out-of-Distribution DetectionUncertainty Quantification | —Unverified | 0 |
| TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress | Feb 21, 2025 | Out-of-Distribution DetectionTime Series | —Unverified | 0 |
| Advancing Out-of-Distribution Detection via Local Neuroplasticity | Feb 20, 2025 | Kolmogorov-Arnold NetworksOut-of-Distribution Detection | CodeCode Available | 0 |
| Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks | Feb 19, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| Enhancing Out-of-Distribution Detection in Medical Imaging with Normalizing Flows | Feb 17, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning | Feb 15, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Out-of-Distribution Detection on Graphs: A Survey | Feb 12, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection | Feb 12, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation | Feb 9, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| Flow-based Domain Randomization for Learning and Sequencing Robotic Skills | Feb 3, 2025 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation | Feb 2, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| A Benchmark and Evaluation for Real-World Out-of-Distribution Detection Using Vision-Language Models | Jan 30, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection | Jan 28, 2025 | MiscellaneousOut-of-Distribution Detection | CodeCode Available | 0 |
| Hypercone Assisted Contour Generation for Out-of-Distribution Detection | Jan 17, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| FARE: A Deep Learning-Based Framework for Radar-based Face Recognition and Out-of-distribution Detection | Jan 14, 2025 | ClassificationFace Recognition | —Unverified | 0 |
| DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection | Jan 14, 2025 | AllOut-of-Distribution Detection | —Unverified | 0 |
| Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps | Jan 13, 2025 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 |
| Evidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks | Jan 10, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 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 |
| On the Adversarial Robustness of Benjamini Hochberg | Jan 6, 2025 | Adversarial RobustnessAnomaly Detection | —Unverified | 0 |
| Multi-layer Radial Basis Function Networks for Out-of-distribution Detection | Jan 5, 2025 | ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data | Jan 1, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection | Jan 1, 2025 | Continual LearningIncremental Learning | CodeCode Available | 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 |
| Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection | Jan 1, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes | Dec 30, 2024 | Gaussian Processesimage-classification | —Unverified | 0 |
| Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles | Dec 23, 2024 | Medical Image AnalysisOut-of-Distribution Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection with Prototypical Outlier Proxy | Dec 22, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection | Dec 20, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation | Dec 18, 2024 | Earth ObservationOut-of-Distribution Detection | CodeCode Available | 1 |
| ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection | Dec 17, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Mining In-distribution Attributes in Outliers for Out-of-distribution Detection | Dec 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow Gradients | Dec 10, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Quantifying the Prediction Uncertainty of Machine Learning Models for Individual Data | Dec 10, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 |
| Out-of-Distribution Detection with Overlap Index | Dec 9, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data | Dec 9, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| Revisiting Energy-Based Model for Out-of-Distribution Detection | Dec 4, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents | Dec 3, 2024 | Out-of-Distribution DetectionReinforcement Learning (RL) | —Unverified | 0 |
| NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision | Dec 2, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection | Dec 2, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Network Inversion and Its Applications | Nov 26, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Enhancing Few-Shot Out-of-Distribution Detection with Gradient Aligned Context Optimization | Nov 24, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Faithful Label-free Knowledge Distillation | Nov 22, 2024 | Inductive BiasKnowledge Distillation | CodeCode Available | 0 |
| Out-Of-Distribution Detection with Diversification (Provably) | Nov 21, 2024 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 |
| Non-Linear Outlier Synthesis for Out-of-Distribution Detection | Nov 20, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| BALI: Learning Neural Networks via Bayesian Layerwise Inference | Nov 18, 2024 | Out-of-Distribution Detectionregression | —Unverified | 0 |
| Semantic or Covariate? A Study on the Intractable Case of Out-of-Distribution Detection | Nov 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection | Nov 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations | Nov 14, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
