| Unsupervised anomaly segmentation via deep feature reconstruction | Nov 26, 2020 | 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 |
| Sub-Image Anomaly Detection with Deep Pyramid Correspondences | May 5, 2020 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation | Mar 18, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Scaling Out-of-Distribution Detection for Real-World Settings | Nov 25, 2019 | Anomaly SegmentationOut-of-Distribution Detection | CodeCode Available | 1 |
| MIAS-SAM: Medical Image Anomaly Segmentation without thresholding | May 28, 2025 | Anomaly SegmentationDecoder | CodeCode Available | 0 |
| Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving | May 4, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt Generation | Apr 18, 2025 | Anomaly SegmentationLanguage Modeling | CodeCode Available | 0 |
| MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning | Apr 9, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| A Dataset for Semantic Segmentation in the Presence of Unknowns | Mar 28, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Multi-modality Anomaly Segmentation on the Road | Mar 22, 2025 | Anomaly SegmentationAutonomous Driving | CodeCode Available | 0 |
| Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images | Feb 12, 2025 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection | Jan 21, 2025 | Anomaly DetectionAnomaly Segmentation | —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 |
| Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation | Dec 14, 2024 | Anomaly Segmentationregression | CodeCode Available | 0 |
| FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation | Nov 29, 2024 | Anomaly SegmentationAutonomous Driving | —Unverified | 0 |
| Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning | Nov 26, 2024 | Anomaly Segmentationparameter-efficient fine-tuning | —Unverified | 0 |
| VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection | Sep 25, 2024 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| AutoRG-Brain: Grounded Report Generation for Brain MRI | Jul 23, 2024 | Anomaly LocalizationAnomaly Segmentation | —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 |
| MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection | May 16, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation | May 13, 2024 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study | Apr 30, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
