Update README.md

README.md

@@ -1,5 +1,6 @@
 Example to use pretrained checkpoints.
 
+
     from huggingface_hub import hf_hub_download
     import torch
     import clip
@@ -61,4 +62,8 @@ Example to use pretrained checkpoints.
     event = transform(event)
     event = event.cuda().unsqueeze(0)
     
-    logits_per_event, _ = model(event, text)
+    logits_per_event, _ = model(event, text)
+
+
+arxiv.org/abs/2505.02393
+arxiv.org/abs/2412.03093