| Optimizing PatchCore for Few/many-shot Anomaly Detection | Jul 20, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | Oct 12, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation | Jun 29, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 |
| Pixel-wise Anomaly Detection in Complex Driving Scenes | Mar 9, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation | Jul 11, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Curved Geometric Networks for Visual Anomaly Recognition | Aug 2, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation | Jan 23, 2023 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| A Dataset for Semantic Segmentation in the Presence of Unknowns | Mar 28, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection | Oct 26, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data | Nov 29, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation | Aug 19, 2023 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Anomaly segmentation model for defects detection in electroluminescence images of heterojunction solar cells | Aug 11, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning | Oct 7, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| A scalable framework for annotating photovoltaic cell defects in electroluminescence images | Dec 15, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network | Dec 16, 2021 | Anomaly SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation | Mar 31, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| AutoRG-Brain: Grounded Report Generation for Brain MRI | Jul 23, 2024 | Anomaly LocalizationAnomaly Segmentation | —Unverified | 0 |
| Consensus Synergizes with Memory: A Simple Approach for Anomaly Segmentation in Urban Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Contrastive Predictive Coding for Anomaly Detection | Jul 16, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| 3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI | Sep 14, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection | Feb 1, 2024 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| EasyNet: An Easy Network for 3D Industrial Anomaly Detection | Jul 26, 2023 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes | Apr 11, 2024 | Anomaly Segmentationobject-detection | —Unverified | 0 |
| FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation | Nov 29, 2024 | Anomaly SegmentationAutonomous Driving | —Unverified | 0 |
| Human-Free Automated Prompting for Vision-Language Anomaly Detection: Prompt Optimization with Meta-guiding Prompt Scheme | Jun 26, 2024 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Improving and Assessing Anomaly Detectors for Large-Scale Settings | Sep 29, 2021 | Anomaly SegmentationOut-of-Distribution Detection | —Unverified | 0 |
| Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment | Aug 16, 2023 | Anomaly SegmentationAutonomous Driving | —Unverified | 0 |
| Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation | May 13, 2024 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration | Jan 7, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Latency-aware Road Anomaly Segmentation in Videos: A Photorealistic Dataset and New Metrics | Jan 10, 2024 | Anomaly SegmentationAutonomous Driving | —Unverified | 0 |
| Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation | Sep 8, 2023 | Anomaly SegmentationAutonomous Driving | —Unverified | 0 |
| Maskomaly:Zero-Shot Mask Anomaly Segmentation | May 26, 2023 | Anomaly SegmentationInformativeness | —Unverified | 0 |
| MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning | Apr 9, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| N-pad : Neighboring Pixel-based Industrial Anomaly Detection | Oct 17, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning | Nov 26, 2024 | Anomaly Segmentationparameter-efficient fine-tuning | —Unverified | 0 |
| Prototype Guided Network for Anomaly Segmentation | Jan 15, 2022 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection | Mar 15, 2023 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| SCNet: A Generalized Attention-based Model for Crack Fault Segmentation | Dec 2, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images | Feb 12, 2025 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving | May 4, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection | Jan 21, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Test Time Training for Industrial Anomaly Segmentation | Apr 4, 2024 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations | Aug 9, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation | Mar 16, 2021 | AnatomyAnomaly Detection | —Unverified | 0 |
| VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection | Sep 25, 2024 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt Generation | Apr 18, 2025 | Anomaly SegmentationLanguage Modeling | CodeCode Available | 0 |
| Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation | Dec 14, 2024 | Anomaly Segmentationregression | CodeCode Available | 0 |
| Neural Architecture Search for Visual Anomaly Segmentation | Apr 18, 2023 | Anomaly SegmentationNeural Architecture Search | CodeCode Available | 0 |