| Non-Generative Energy Based Models | Apr 3, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Establishing baselines and introducing TernaryMixOE for fine-grained out-of-distribution detection | Mar 30, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification | Mar 29, 2023 | Classificationimage-classification | —Unverified | 0 |
| Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection | Mar 27, 2023 | Adversarial RobustnessOut-of-Distribution Detection | CodeCode Available | 0 |
| SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection | Mar 25, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| LINe: Out-of-Distribution Detection by Leveraging Important Neurons | Mar 24, 2023 | Autonomous DrivingOut-of-Distribution Detection | CodeCode Available | 1 |
| Calibrated Out-of-Distribution Detection with a Generic Representation | Mar 23, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| A Global Model Approach to Robust Few-Shot SAR Automatic Target Recognition | Mar 20, 2023 | Meta-LearningOut-of-Distribution Detection | —Unverified | 0 |
| Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection | Mar 18, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Improving Out-of-Distribution Detection with Disentangled Foreground and Background Features | Mar 15, 2023 | DisentanglementObject Recognition | CodeCode Available | 0 |
| WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis | Mar 14, 2023 | Novel ConceptsOut-of-Distribution Detection | CodeCode Available | 0 |
| InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning | Mar 13, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| MCROOD: Multi-Class Radar Out-Of-Distribution Detection | Mar 10, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection | Mar 10, 2023 | Anomaly DetectionImage Captioning | CodeCode Available | 0 |
| Out-of-distribution Detection with Implicit Outlier Transformation | Mar 9, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection | Mar 7, 2023 | Out-of-Distribution Detectionregression | —Unverified | 0 |
| Non-Parametric Outlier Synthesis | Mar 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| How to Construct Energy for Images? Denoising Autoencoder Can Be Energy Based Model | Mar 5, 2023 | DenoisingImage Generation | —Unverified | 0 |
| Rule-based Out-Of-Distribution Detection | Mar 3, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection | Mar 2, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Reconstruction-based Out-of-Distribution Detection for Short-Range FMCW Radar | Feb 27, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers | Feb 23, 2023 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 1 |
| A framework for benchmarking class-out-of-distribution detection and its application to ImageNet | Feb 23, 2023 | BenchmarkingKnowledge Distillation | CodeCode Available | 1 |
| VRA: Variational Rectified Activation for Out-of-distribution Detection | Feb 23, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Steerable Equivariant Representation Learning | Feb 22, 2023 | Image Retrievalobject-detection | —Unverified | 0 |
| Variational Boosted Soft Trees | Feb 21, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| MalProtect: Stateful Defense Against Adversarial Query Attacks in ML-based Malware Detection | Feb 21, 2023 | Malware DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Unsupervised Out-of-Distribution Detection with Diffusion Inpainting | Feb 20, 2023 | DenoisingOut-of-Distribution Detection | CodeCode Available | 1 |
| Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective | Feb 16, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection | Feb 15, 2023 | Autonomous DrivingMedical Diagnosis | —Unverified | 0 |
| Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection | Feb 8, 2023 | Domain GeneralizationOut-of-Distribution Detection | —Unverified | 0 |
| How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts? | Feb 7, 2023 | Out-of-Distribution Detectionregression | CodeCode Available | 1 |
| Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness | Feb 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Energy-based Out-of-Distribution Detection for Graph Neural Networks | Feb 6, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection | Feb 6, 2023 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 |
| Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need | Feb 6, 2023 | AllOut-of-Distribution Detection | CodeCode Available | 1 |
| AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge | Feb 3, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection | Feb 1, 2023 | Autonomous DrivingFederated Learning | CodeCode Available | 1 |
| Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features | Jan 30, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Plugin estimators for selective classification with out-of-distribution detection | Jan 29, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Master's Thesis: Out-of-distribution Detection with Energy-based Models | Jan 28, 2023 | Autonomous DrivingDimensionality Reduction | CodeCode Available | 0 |
| A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection | Jan 25, 2023 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 |
| Interpretable Out-Of-Distribution Detection Using Pattern Identification | Jan 24, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy | Jan 21, 2023 | Computational EfficiencyMemorization | CodeCode Available | 0 |
| A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images | Jan 18, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss | Jan 1, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
| Revisit PCA-based Technique for Out-of-Distribution Detection | Jan 1, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Probabilistic Knowledge Distillation of Face Ensembles | Jan 1, 2023 | Face Image QualityFace Recognition | —Unverified | 0 |
| GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection | Jan 1, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Decoupling MaxLogit for Out-of-Distribution Detection | Jan 1, 2023 | Out-of-Distribution Detection | —Unverified | 0 |
