diff --git a/index.html b/index.html
index 0c8769f..7e5cd41 100644
--- a/index.html
+++ b/index.html
@@ -380,18 +380,10 @@
       fill: currentColor;
     }
 
-    .button-icon-mark {
-      display: inline-grid;
-      place-items: center;
-      min-width: 30px;
-      height: 16px;
-      padding: 0 3px;
-      border: 1px solid currentColor;
-      border-radius: 3px;
-      font-size: 0.52rem;
-      font-weight: 800;
-      line-height: 1;
-      text-transform: none;
+    .arxiv-icon {
+      width: 15px;
+      height: 20px;
+      object-fit: contain;
     }
 
     .related-project {
@@ -1810,7 +1802,7 @@
             Code Repo
           </a>
           <a class="button secondary" href="#citation" aria-label="Paper placeholder">
-            <span class="button-icon-mark" aria-hidden="true">arXiv</span>
+            <img class="button-icon arxiv-icon" src="skillopt-assets/arxiv-logomark-small.svg" alt="" aria-hidden="true">
             Paper
           </a>
           <a class="button secondary" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">
diff --git a/skillopt-assets/arxiv-logomark-small.svg b/skillopt-assets/arxiv-logomark-small.svg
new file mode 100644
index 0000000..91e027c
--- /dev/null
+++ b/skillopt-assets/arxiv-logomark-small.svg
@@ -0,0 +1 @@
+<svg id="logomark" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 74.492 100.25"><g id="tiny_-_black" data-name="tiny - black"><path d="M586.72,255.616a3.377,3.377,0,0,1,.448.031,5.917,5.917,0,0,1,3.581,2.79c.454,1.116.314,2.023-1.315,4.141L563.168,293.6l-8.558-10.047,29.348-26.616a4.406,4.406,0,0,1,2.762-1.321m0-1.5a5.766,5.766,0,0,0-3.69,1.643l-.041.032-.038.035L553.6,282.442l-1.077.977.943,1.107,8.558,10.047,1.145,1.344,1.141-1.348,26.267-31.022.022-.027.022-.028c1.574-2.046,2.327-3.622,1.516-5.619a7.309,7.309,0,0,0-4.779-3.714,5.083,5.083,0,0,0-.64-.043Z" transform="translate(-526.086 -245.559)"/><path d="M553.423,284.593l8.977,10.558L597.911,337.9c.873,1.093,1.419,2.186,1.047,3.418a4.092,4.092,0,0,1-2.721,2.837,3.557,3.557,0,0,1-1.045.159,4,4,0,0,1-2.687-1.124L548.01,300.808c-3.5-3.5-2.971-8.151.436-11.558l4.977-4.657m.124-2.17L552.4,283.5l-4.976,4.656c-4.192,4.191-4.372,9.816-.473,13.714l44.521,42.4a5.485,5.485,0,0,0,3.722,1.538,5.1,5.1,0,0,0,1.483-.224,5.59,5.59,0,0,0,3.719-3.838,5.176,5.176,0,0,0-1.31-4.788l-35.53-42.767-8.988-10.571-1.019-1.2Z" transform="translate(-526.086 -245.559)"/><path d="M562.4,295.151l9.556,11.5,5.761-5.356a7.926,7.926,0,0,0,.041-11.743l-43.7-41.923s-1.671-2.029-3.437-2.071a4.49,4.49,0,0,0-4.23,2.718c-.688,1.651-.194,2.809,1.315,4.97l29.306,35.565Z" transform="translate(-526.086 -245.559)"/><path d="M553.7,306.223l-17.116,21.024c-1.255,1.337-2.032,3.683-1.331,5.367a4.587,4.587,0,0,0,4.287,2.841,4.087,4.087,0,0,0,3.082-1.523l20.328-18.9Z" transform="translate(-526.086 -245.559)"/><path d="M592.074,250.547" transform="translate(-526.086 -245.559)" fill="#fff" stroke="#000" stroke-miterlimit="10" stroke-width="0.25"/></g></svg>
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diff --git a/skillopt.html b/skillopt.html
index 0c8769f..7e5cd41 100644
--- a/skillopt.html
+++ b/skillopt.html
@@ -380,18 +380,10 @@
       fill: currentColor;
     }
 
-    .button-icon-mark {
-      display: inline-grid;
-      place-items: center;
-      min-width: 30px;
-      height: 16px;
-      padding: 0 3px;
-      border: 1px solid currentColor;
-      border-radius: 3px;
-      font-size: 0.52rem;
-      font-weight: 800;
-      line-height: 1;
-      text-transform: none;
+    .arxiv-icon {
+      width: 15px;
+      height: 20px;
+      object-fit: contain;
     }
 
     .related-project {
@@ -1810,7 +1802,7 @@
             Code Repo
           </a>
           <a class="button secondary" href="#citation" aria-label="Paper placeholder">
-            <span class="button-icon-mark" aria-hidden="true">arXiv</span>
+            <img class="button-icon arxiv-icon" src="skillopt-assets/arxiv-logomark-small.svg" alt="" aria-hidden="true">
             Paper
           </a>
           <a class="button secondary" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">