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README.md

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+---
+license: mit
+task_categories:
+  - video-classification
+tags:
+  - anomaly-detection
+  - skeleton
+  - diffusion-model
+---
+
+# FG-Diff: Frequency-Guided Diffusion Model for Skeleton-Based Video Anomaly Detection
+
+This repository contains the pre-processed skeleton trajectory datasets and model checkpoints for **FG-Diff**.
+
+📄 **Paper**: [arXiv:2412.03044](https://arxiv.org/abs/2412.03044)  
+💻 **Code**: [GitHub](https://github.com/Xiaofeng-Tan/FGDMAD-Code)  
+🌐 **Project Page**: [https://xiaofeng-tan.github.io/projects/FG-Diff/](https://xiaofeng-tan.github.io/projects/FG-Diff/)
+
+## Citation
+
+```bibtex
+@article{tan2024fgdiff,
+  title={FG-Diff: Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection},
+  author={Tan, Xiaofeng and Wang, Hongsong and Geng, Xin and Wang, Liang},
+  journal={arXiv preprint arXiv:2412.03044},
+  year={2024}
+}
+```