Update readme

README.md

@@ -12,7 +12,7 @@ inference: false
 <video src='https://huggingface.co/ByteDance/AnimateDiff-Lightning/resolve/main/animatediff_lightning_samples_t2v.mp4' width="100%" autoplay muted loop style='margin:0'></video>
 <video src='https://huggingface.co/ByteDance/AnimateDiff-Lightning/resolve/main/animatediff_lightning_samples_v2v.mp4' width="100%" autoplay muted loop style='margin:0'></video>
 
-AnimateDiff-Lightning is a lightning-fast text-to-video generation model. It can generate videos more than ten times faster than the original AnimateDiff. For more information, please refer to our research paper: [AnimateDiff-Lightning: Cross-Model Diffusion Distillation](https://huggingface.co/ByteDance/AnimateDiff-Lightning/resolve/main/animatediff_lightning_report.pdf). We release the model as part of the research.
+AnimateDiff-Lightning is a lightning-fast text-to-video generation model. It can generate videos more than ten times faster than the original AnimateDiff. For more information, please refer to our research paper: [AnimateDiff-Lightning: Cross-Model Diffusion Distillation](https://arxiv.org/abs/2403.12706). We release the model as part of the research.
 
 Our models are distilled from [AnimateDiff SD1.5 v2](https://huggingface.co/guoyww/animatediff). This repository contains checkpoints for 1-step, 2-step, 4-step, and 8-step distilled models. The generation quality of our 2-step, 4-step, and 8-step model is great. Our 1-step model is only provided for research purposes.
 
@@ -99,4 +99,16 @@ Additional notes:
 1. DWPose may get stuck in UI, but the pipeline is actually still running in the background. Check ComfyUI log and your output folder.
 1. This simple pipeline will scene change due to limited context window. More sophisticated pipeline, such as IP-Adapter for identity preservation, matting, or i2v recurring generation can be explored.
 
-![ComfyUI OpenPose Workflow](https://huggingface.co/ByteDance/AnimateDiff-Lightning/resolve/main/comfyui/animatediff_lightning_v2v_openpose_workflow.jpg)
+![ComfyUI OpenPose Workflow](https://huggingface.co/ByteDance/AnimateDiff-Lightning/resolve/main/comfyui/animatediff_lightning_v2v_openpose_workflow.jpg)
+
+# Cite Our Work
+```
+@misc{lin2024animatedifflightning,
+      title={AnimateDiff-Lightning: Cross-Model Diffusion Distillation}, 
+      author={Shanchuan Lin and Xiao Yang},
+      year={2024},
+      eprint={2403.12706},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
+```