| Few-Shot Graph Out-of-Distribution Detection with LLMs | Mar 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning | Mar 28, 2025 | Binary ClassificationGeneralized Zero-Shot Learning | —Unverified | 0 |
| Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection | Mar 24, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model | Mar 14, 2025 | Bayesian InferenceEfficient Exploration | —Unverified | 0 |
| Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection | Mar 10, 2025 | Hallucinationobject-detection | —Unverified | 0 |
| Improving Deep Ensembles by Estimating Confusion Matrices | Mar 10, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection | Mar 9, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) 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 |
| Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection | Mar 5, 2025 | Contrastive LearningGraph Classification | CodeCode Available | 0 |
| Open-Set Recognition of Novel Species in Biodiversity Monitoring | Mar 3, 2025 | Fine-Grained Image RecognitionOpen Set Learning | —Unverified | 0 |
| G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition | Mar 1, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| HALO: Robust Out-of-Distribution Detection via Joint Optimisation | Feb 27, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Multi-label out-of-distribution detection via evidential learning | Feb 25, 2025 | Out-of-Distribution Detection | —Unverified | 0 |
| Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs | Feb 25, 2025 | Graph LearningOut-of-Distribution Detection | CodeCode Available | 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 |
| TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress | Feb 21, 2025 | Out-of-Distribution DetectionTime Series | —Unverified | 0 |
| Logit Disagreement: OoD Detection with Bayesian Neural Networks | Feb 21, 2025 | Out-of-Distribution DetectionUncertainty Quantification | —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 |
| 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 |
| 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 |
| DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection | Jan 14, 2025 | AllOut-of-Distribution 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Quantifying the Prediction Uncertainty of Machine Learning Models for Individual Data | Dec 10, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 |
| Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow Gradients | Dec 10, 2024 | object-detectionObject Detection | CodeCode Available | 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 |
