Update README.md

README.md

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 <div style="display: flex; align-items: top; justify-content: space-between;">
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-    <h2>PictSure Model Family</h2>
+    <h1>PictSure Model Family</h1>
     <ul>
       <li><strong>Repo:</strong> <a href="https://github.com/PictSure/pictsure-library">PictSure on GitHub</a></li>
       <li><strong>Paper:</strong> <a href="https://arxiv.org/abs/2506.14842">arXiv:2506.14842</a></li>
@@ -19,18 +19,11 @@ thumbnail: >-
     <h3>🔍 Summary</h3>
     <p>
       PictSure is a lightweight vision-only in-context learning (ICL) family of models for few-shot image classification (FSIC).
-      It uses pretrained frozen ResNet/ViT embeddings and outperforms CLIP-based models on out-of-domain tasks like medical imaging.
+      It uses pretrained frozen embeddings and outperforms CLIP-based models on out-of-domain tasks like medical imaging.
     </p>
-    <h3>📊 Highlights</h3>
-    <ul>
-      <li>No fine-tuning required</li>
-      <li>Purely visual embeddings</li>
-      <li>Strong out-of-domain generalization</li>
-    </ul>
-    <p><strong>License:</strong> MIT</p>
     <p>
       <strong>Contacts:</strong>
-      <a href="mailto:lukas.schiesser@dfki.de">lukas.schiesser@dfki.de</a>;
+      <a href="mailto:lukas.schiesser@dfki.de">lukas.schiesser@dfki.de</a> & 
       <a href="mailto:cornelius.wolff@cwi.nl">cornelius.wolff@cwi.nl</a>
     </p>
   </div>