✨ Update logo and fix logo size

Author: o-laurent

index.html

@@ -88,7 +88,8 @@
         position: relative; /* To allow positioning of superscripts */
     }
     .image-container {
-        height: 10vh; /* Set image height relative to viewport */
+        height: 14vh; /* Set image height relative to viewport */
+        width: 30%;
         position: relative; /* To position the superscript relative to this container */
         margin: 10px; /* Add some margin between images */
     }
@@ -119,13 +120,13 @@ <h1 class="title is-1 publication-title">Towards Understanding Why Label Smoothi
             <div class="is-size-5 publication-authors">
               <!-- Paper authors -->
               <span class="author-block">
-                <a href="https://scholar.google.com/citations?user=wLOCfQgAAAAJ&hl=en" target="_blank">Guoxuan Xia</a><sup>1</sup>,<sup>*</sup>
+                <a href="https://scholar.google.com/citations?user=wLOCfQgAAAAJ&hl=en" target="_blank">Guoxuan Xia</a><sup>1</sup>
               </span>
               <span class="author-block">
-                <a href="https://github.com/o-laurent" target="_blank">Olivier Laurent</a><sup>2</sup>,<sup>3</sup></sup>
+                <a href="https://github.com/o-laurent" target="_blank">Olivier Laurent</a><sup>2, 3</sup>
               </span>
               <span class="author-block">
-                <a href="https://giannifranchi.github.io/" target="_blank">Gianni Franchi</a><sup>2</sup>,
+                <a href="https://giannifranchi.github.io/" target="_blank">Gianni Franchi</a><sup>2</sup>
               </span>
               <span class="author-block">
                 <a href="https://scholar.google.com/citations?user=A-XGmNoAAAAJ&hl=en" target="_blank">Christos-Savvas Bouganis</a><sup>1</sup>
@@ -140,7 +141,7 @@ <h1 class="title is-1 publication-title">Towards Understanding Why Label Smoothi
                 <span class="superscript">1</span>
               </div>
               <div class="image-container">
-                <img src="static/images/ensta.svg" alt="ENSTA" />
+                <img src="static/images/logo_ensta_small.svg" alt="ENSTA" />
                 <span class="superscript">2</span>
               </div>
               <div class="image-container">
@@ -177,7 +178,7 @@ <h1 class="title is-1 publication-title">Towards Understanding Why Label Smoothi
               <a href="https://huggingface.co/ENSTA-U2IS/Label-smoothing-Selective-classification" target="_blank"
               class="external-link button is-normal is-rounded is-dark">
               <span class="icon">
-                <i class="fab fa-solid fa-square-binary"></i>
+                <i class="fa-solid fa-square-binary"></i>
               </span>
               <span>Models</span>
             </a>