Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.
Language-Free Universal Vision Anomaly Detection
[AAAI 2026] 中文公众号报道
[NeurIPS 2024] MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
Implementation of CVPR'23 paper "WinCLIP: Zero-/few-shot anomaly classification and segmentation". It successfully reproduces the same zero-/few-shot AD performance as that in the original paper.
Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"
[ICLR 2026] The implementation of the paper Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
Official PyTorch implementation of KDD2025 paper "AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection"
Add a description, image, and links to the few-shot-anomaly-detection topic page so that developers can more easily learn about it.
To associate your repository with the few-shot-anomaly-detection topic, visit your repo's landing page and select "manage topics."