| AutoRG-Brain: Grounded Report Generation for Brain MRI | Jul 23, 2024 | Anomaly LocalizationAnomaly Segmentation | —Unverified | 0 |
| F2PAD: A General Optimization Framework for Feature-Level to Pixel-Level Anomaly Detection | Jul 9, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Localizing Anomalies via Multiscale Score Matching Analysis | Jun 28, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis | Jun 26, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM | Jun 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| TauAD: MRI-free Tau Anomaly Detection in PET Imaging via Conditioned Diffusion Models | May 21, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| A Hierarchically Feature Reconstructed Autoencoder for Unsupervised Anomaly Detection | May 15, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| LogicAL: Towards logical anomaly synthesis for unsupervised anomaly localization | May 11, 2024 | Anomaly Localization | —Unverified | 0 |
| Blind Localization and Clustering of Anomalies in Textures | Apr 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection | Apr 15, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning | Apr 7, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching | Feb 27, 2024 | Anomaly Localization | CodeCode Available | 1 |
| Reconstruction-Based Anomaly Localization via Knowledge-Informed Self-Training | Feb 22, 2024 | Anomaly Localization | —Unverified | 0 |
| ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation | Jan 23, 2024 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 2 |
| Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network | Nov 25, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| AnoDODE: Anomaly Detection with Diffusion ODE | Oct 10, 2023 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| A Prototype-Based Neural Network for Image Anomaly Detection and Localization | Oct 4, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention | Sep 28, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization | Sep 25, 2023 | Anomaly Localization | —Unverified | 0 |
| Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control | Sep 13, 2023 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection | Aug 29, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Weakly supervised marine animal detection from remote sensing images using vector-quantized variational autoencoder | Jul 13, 2023 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Graph Self-Supervised Learning for Endoscopic Image Matching | Jun 19, 2023 | Anomaly LocalizationImage Generation | CodeCode Available | 0 |
| 2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection | Jun 15, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |