Update README.md

README.md

@@ -8,6 +8,7 @@ metrics:
 base_model:
 - Jiaqi-hkust/hawk
 ---
+**Hawk: Learning to Understand Open-World Video Anomalies** [(paper)](https://arxiv.org/abs/2405.16886).
 
 - (pretrained.pth) The pretraining stage involves pre-training on the WebVid dataset to acquire a general understanding of video content.