| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model | Jul 19, 2024 | Domain AdaptationOut-of-Distribution Detection | CodeCode Available | 0 |
| TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision | Jul 19, 2024 | Anomaly DetectionOut-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 |
| Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression | Jul 18, 2024 | ClusteringOut-of-Distribution Detection | —Unverified | 0 |
| ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection | Jul 16, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods | Jul 9, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning | Jul 8, 2024 | Benchmarkingclass-incremental learning | CodeCode Available | 1 |
| Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection | Jul 4, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning | Jul 3, 2024 | Contrastive LearningDensity Estimation | CodeCode Available | 0 |
| Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Method | Jul 2, 2024 | Explainable Artificial Intelligence (XAI)Out-of-Distribution Detection | CodeCode Available | 0 |
| Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks | Jul 2, 2024 | Dimensionality Reductionnamed-entity-recognition | —Unverified | 0 |
| Improving Taxonomic Image-based Out-of-distribution Detection With DNA Barcodes | Jun 27, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification | Jun 26, 2024 | Dialect IdentificationOut-of-Distribution Detection | —Unverified | 0 |
| Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection | Jun 23, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark | Jun 21, 2024 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 2 |
| SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation | Jun 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Exploiting Diffusion Prior for Out-of-Distribution Detection | Jun 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox | Jun 14, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability | Jun 13, 2024 | Image ClassificationLearning Theory | —Unverified | 0 |
| Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks | Jun 13, 2024 | Crowd CountingOut-of-Distribution Detection | CodeCode Available | 0 |
| Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks | Jun 6, 2024 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| FOOD: Facial Authentication and Out-of-Distribution Detection with Short-Range FMCW Radar | Jun 6, 2024 | DecoderOut-of-Distribution Detection | —Unverified | 0 |
| Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection | Jun 5, 2024 | Autonomous DrivingDiversity | —Unverified | 0 |
| Towards Out-of-Distribution Detection in Vocoder Recognition via Latent Feature Reconstruction | Jun 4, 2024 | Contrastive LearningDecoder | —Unverified | 0 |
| Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection | Jun 4, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure | Jun 3, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection | Jun 2, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection | Jun 1, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| PixOOD: Pixel-Level Out-of-Distribution Detection | May 30, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| When and How Does In-Distribution Label Help Out-of-Distribution Detection? | May 28, 2024 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 0 |
| Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection | May 28, 2024 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 |
| MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities | May 27, 2024 | Autonomous DrivingOut-of-Distribution Detection | CodeCode Available | 2 |
| Concept Matching with Agent for Out-of-Distribution Detection | May 27, 2024 | Dialogue GenerationOut-of-Distribution Detection | CodeCode Available | 0 |
| Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere | May 26, 2024 | Contrastive LearningOut-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 |
| Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification | May 23, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet | May 23, 2024 | Object LocalizationOut-of-Distribution Detection | CodeCode Available | 0 |
| Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks | May 22, 2024 | Action Recognitioncounterfactual | CodeCode Available | 0 |
| Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning | May 22, 2024 | Mathematical ReasoningMultiple-choice | CodeCode Available | 1 |
| Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations | May 21, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection with a Single Unconditional Diffusion Model | May 20, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| A Unified Approach Towards Active Learning and Out-of-Distribution Detection | May 18, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 |
| Energy-based Hopfield Boosting for Out-of-Distribution Detection | May 14, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Multi-Label Out-of-Distribution Detection with Spectral Normalized Joint Energy | May 8, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Tree-based Ensemble Learning for Out-of-distribution Detection | May 5, 2024 | Ensemble LearningOut-of-Distribution Detection | —Unverified | 0 |
| Technical report on target classification in SAR track | May 3, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer | May 2, 2024 | Dimensionality ReductionOut-of-Distribution Detection | CodeCode Available | 0 |
| Language-Enhanced Latent Representations for Out-of-Distribution Detection in Autonomous Driving | May 2, 2024 | Anomaly DetectionAutonomous Driving | —Unverified | 0 |
| Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure | May 1, 2024 | DenoisingMetric Learning | —Unverified | 0 |
