diff --git a/README.md b/README.md
index b66bb5b..2f16065 100644
--- a/README.md
+++ b/README.md
@@ -265,6 +265,11 @@ CVPR 2024 decisions are now available on OpenReview！
 - Paper: https://arxiv.org/abs/2403.16131
 - Code: https://github.com/xiuqhou/Salience-DETR
 
+**MS-DETR: Efficient DETR Training with Mixed Supervision**
+
+- Paper: https://arxiv.org/pdf/2401.03989
+- Code: https://github.com/Atten4Vis/MS-DETR
+
 <a name="Prompt"></a>
 
 # Prompt
@@ -442,6 +447,11 @@ CVPR 2024 decisions are now available on OpenReview！
 - Paper: https://arxiv.org/abs/2403.16131
 - Code: https://github.com/xiuqhou/Salience-DETR
 
+**MS-DETR: Efficient DETR Training with Mixed Supervision**
+
+- Paper: https://arxiv.org/pdf/2401.03989
+- Code: https://github.com/Atten4Vis/MS-DETR
+
 <a name="Anomaly-Detection"></a>
 
 # 异常检测(Anomaly Detection)
@@ -852,4 +862,4 @@ CVPR 2024 decisions are now available on OpenReview！
 - Homepage: https://postech-cvlab.github.io/cms/ 
 - Paper: https://arxiv.org/abs/2404.09451
 - Code: https://github.com/sua-choi/CMS
-  
\ No newline at end of file
+