update

README.md

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 ---
 license: apache-2.0
+language:
+  - en
+tags:
+  - fancyvideo
+  - video-generation
+  - text-to-video
 ---
+# FancyVideo
+
+This repository is the official implementation of [FancyVideo](https://360cvgroup.github.io/FancyVideo/).
+
+**[FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance](https://arxiv.org/abs/2408.08189)** 
+</br>
+Jiasong Feng*, Ao Ma*, Jing Wang*, Bo Cheng, Xiaodan Liang, Dawei Leng†, Yuhui Yin(*Equal Contribution, ✝Corresponding Author)
+</br>
+[![arXiv](https://img.shields.io/badge/arXiv-2307.04725-b31b1b.svg)](https://arxiv.org/abs/2408.08189)
+[![Project Page](https://img.shields.io/badge/Project-Website-green)](https://360cvgroup.github.io/FancyVideo/)
+
+Our code builds upon [AnimateDiff](https://github.com/guoyww/AnimateDiff), and we also incorporate insights from [CV-VAE](https://github.com/AILab-CVC/CV-VAE), [Res-Adapter](https://github.com/bytedance/res-adapter), and [Long-CLIP](https://github.com/beichenzbc/Long-CLIP) to enhance our project. We appreciate the open-source contributions of these works.