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MICV-yonsei · Jul 19, 2024 · 7d0458b · 7d0458b
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diff --git a/cxrl2024/index.html b/cxrl2024/index.html
@@ -986,19 +986,7 @@ <h4 class="title is-4 has-text-centered">Pipeline</h4>
         <div class="content has-text-justified">
           <img src="./static/images/overview.png" alt="Main figure">
           <br>
-          <p>
-            The pipeline of <i>CXRL</i>. 
-            Our model employs policy gradient optimization utilizing multi-reward feedback, fine-tuning image generator, and ACE to produce realistic and accurate CXR that corresponds closely to the input report.
-            <br>
-            <b>Contribution</b>
-            <br>
-            <ul>
-              <li>Our study pioneers in applying RL to text-conditioned medical image synthesis, particularly in CXRs, focusing on detail refinement and input condition control for clinical accuracy.</li>
-              <li>We advance report-to-CXR generation with an RLCF-based rewarding mechanism, emphasizing posture alignment, pathology accuracy, and consistency between input reports and generated CXRs.</li>
-              <li>We jointly optimize the image generator and ACE via reward feedback models, ensuring image-text alignment and medical accuracy across varied reports, setting a new benchmark in a report-to-CXR generation.</li>
-            </ul>
-          </p>
-        </div>
+
 
         <br>
         <h4 class="title is-4 has-text-centered">Reward Feedback Models</h4>

diff --git a/petite2024/index.html b/petite2024/index.html
@@ -883,7 +883,7 @@ <h1 class="title is-2 publication-title">
             </a>
           </span>
           <span class="link-block">
-            <a href=""
+            <a href="https://arxiv.org/pdf/2407.07517"
                class="external-link button is-normal is-rounded is-dark">
               <span class="icon">
                   <i class="ai ai-arxiv"></i>
@@ -893,7 +893,7 @@ <h1 class="title is-2 publication-title">
           </span>
           <!-- Code Link. -->
           <span class="link-block">
-            <a href=""
+            <a href="https://github.com/MICV-yonsei/PETITE"
                class="external-link button is-normal is-rounded is-dark">
               <span class="icon">
                   <i class="fab fa-github"></i>
@@ -1099,117 +1099,6 @@ <h4 class="title is-4 has-text-centered">UNETR</h4>
   </div>
 </section>
 
-
-<!-- <section class="section">
-  <div class="container is-max-desktop">
-
-    <div class="columns is-centered">
-      <div class="column is-four-fifths">
-        <h3 class="title is-3 has-text-centered">Qualitative Results</h3>
-        
-        <br>
-        <h4 class="title is-4 has-text-centered">COCO-Stuff</h4>
-        <section class="hero is-light is-small">
-          <div class="slideContent">
-            <div style="width: 100%;">
-              <div id="results-carousel" class="carousel results-carousel">
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/coco1.png" alt="Coco figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/coco2.png" alt="Coco figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/coco3.png" alt="Coco figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/coco4.png" alt="Coco figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/coco5.png" alt="Coco figure">
-                  </div>
-                </div>
-              </div>
-            </div>
-          </div>
-          <div class="content has-text-centered">
-            <img src="./static/images/labels_coco.png" alt="Coco label">
-          </div>
-        </section>
-        <div class="content has-text-centered">
-          <p>
-            Qualitative results of COCO-Stuff dataset trained with ViT-S/8 backbone.
-          </p>
-        </div>
-
-        <br>
-        <h4 class="title is-4 has-text-centered">Cityscapes</h4>
-        <section class="hero is-light is-small">
-          <div class="slideContent">
-            <div style="width: 100%;">
-              <div id="results-carousel" class="carousel results-carousel">
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/city1.png" alt="City figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/city2.png" alt="City figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/city3.png" alt="City figure">
-                  </div>
-                </div>
-                <div class="">
-                  <div class="content has-text-centered">
-                    <img src="./static/images/city4.png" alt="City figure">
-                  </div>
-                </div>
-              </div>
-            </div>
-          </div>
-          <div class="content has-text-centered">
-            <img src="./static/images/labels_city.png" alt="Coco label">
-          </div>
-        </section>
-        <div class="content has-text-centered">
-          <p>
-            Qualitative results of Cityscapes dataset trained with ViT-B/8 backbone.
-          </p>
-        </div>
-
-        <br>
-        <h4 class="title is-4 has-text-centered">Potsdam-3</h4>
-        <section class="hero is-light is-small">
-          <div class="content has-text-centered">
-            <img src="./static/images/potsdam.png" alt="Potsdam supplymentary visualization">
-          </div>
-        </section>
-        <div class="content has-text-centered">
-          <p>
-            Qualitative results of Potsdam-3 dataset trained with ViT-B/8 backbone.
-          </p>
-        </div>
-
-      </div>
-    </div>
-    
-  </div>
-</section> -->
-
-
 <section class="section">
   <div class="container is-max-desktop">
     <div class="columns is-centered">
@@ -1221,13 +1110,13 @@ <h3 class="title is-3 has-text-centered">Quantitative Main Results</h3>
           <div class="column">
             <!-- <h4 class="title is-4 has-text-centered">3D CVT-GAN</h4> -->
             <div class="content has-text-centered">
-              <img src="./static/petite_images/main_cvt_result.png" alt="cocostuff table" width="100%">
+              <img src="./static/petite_images/main_result.png" alt="cocostuff table" width="100%">
             </div>
           </div>
-          <div class="column">
+          <!-- <div class="column"> -->
             <!-- <h4 class="title is-4 has-text-centered">UNETR</h4> -->
-            <div class="content has-text-centered">
-              <img src="./static/petite_images/main_unetr_result.png" alt="cocostuff table" width="100%">
+            <!-- <div class="content has-text-centered"> -->
+              <!-- <img src="./static/petite_images/main_unetr_result.png" alt="cocostuff table" width="100%"> -->
             </div>
           </div>
         </div>
@@ -1255,19 +1144,19 @@ <h3 class="title is-3 has-text-centered">Ablation Results</h3>
           <div class="column">
             <!-- <h4 class="title is-4 has-text-centered">3D CVT-GAN</h4> -->
             <div class="content has-text-centered">
-              <img src="./static/petite_images/ablation_cvt.png" alt="cocostuff table" width="100%">
+              <img src="./static/petite_images/ablation.png" alt="cocostuff table" width="100%">
             </div>
           </div>
-          <div class="column">
+          <!-- <div class="column"> -->
             <!-- <h4 class="title is-4 has-text-centered">UNETR</h4> -->
-            <div class="content has-text-centered">
-              <img src="./static/petite_images/ablation_unetr.png" alt="cocostuff table" width="100%">
+            <!-- <div class="content has-text-centered"> -->
+              <!-- <img src="./static/petite_images/ablation_unetr.png" alt="cocostuff table" width="100%"> -->
             </div>
           </div>
         </div>
         <div class="content has-text-centered">
           <p>
-            Comparison with experimental with BitFit. <br>
+            Optimal Mix-PEFT (Ours) outperforms each PEFT method with or without BitFit. <br>
             <i>Best</i> : <strong>Bold</strong>; <i>Second best</i> : <u>Underline</u>.
           </p>
         </div>
@@ -1302,7 +1191,7 @@ <h4 class="title is-4 has-text-centered">Scanner Specifications</h4>
           <div class="column">
             <h4 class="title is-4 has-text-centered">Computation costs of PEFT methods</h4>
             <div class="content has-text-centered">
-              <img src="./static/petite_images/computational_cost.png" alt="cocostuff table" width="100%">
+              <img src="./static/petite_images/computation.png" alt="cocostuff table" width="100%">
             </div>
           </div>
 
@@ -1331,13 +1220,13 @@ <h3 class="title is-3 has-text-centered">21 Feasible Experimental Mix-PEFT with
           <div class="column is-half">
             <h4 class="title is-4 has-text-centered">3D CVT-GAN</h4>
             <div class="content has-text-centered">
-              <img src="./static/petite_images/mix_peft_cvt.png" alt="cocostuff table" width="100%">
+              <img src="./static/petite_images/supple_cvt.png" alt="cocostuff table" width="100%">
             </div>
           </div>
           <div class="column is-half">
             <h4 class="title is-4 has-text-centered">UNETR</h4>
             <div class="content has-text-centered">
-              <img src="./static/petite_images/mix_peft_unetr.png" alt="cocostuff table" width="100%">
+              <img src="./static/petite_images/supple_unetr.png" alt="cocostuff table" width="100%">
             </div>
           </div>
         </div>

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