diff --git a/README.md b/README.md
index 52dd6ce..23df6ff 100644
--- a/README.md
+++ b/README.md
@@ -73,9 +73,9 @@
   <tr>
     <td><strong>Main</strong></td>
     <td>
-      <!-- 1670/2712 -->
+      <!-- 1700/2712 -->
       <div style="float:left;">
-        <img src="https://geps.dev/progress/62?successColor=006600" alt="" />
+        <img src="https://geps.dev/progress/63?successColor=006600" alt="" />
         <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/completed_checkmark_done.svg" width="25" alt="" />
       </div>
     </td>
@@ -2098,14 +2098,26 @@ ICASSP 2024 Papers: A complete collection of influential and exciting research p
         </tr>
         <tr>
             <td>
-                Pattern Recognition and Classification
+                <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md">Pattern Recognition and Classification</a>
             </td>
-            <td colspan="4" rowspan="91" align="center"><i>Will soon be added</i></td>
+            <td>
+                <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md"><img src="https://img.shields.io/badge/30-42BA16" alt="Papers"></a>
+            </td>
+            <td>
+                <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md"><img src="https://img.shields.io/badge/7-b31b1b" alt="Preprints"></a>
+            </td>
+            <td>
+                <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md"><img src="https://img.shields.io/badge/8-1D7FBF" alt="Open Code"></a>
+            </td>
+            <td>
+                <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md"><img src="https://img.shields.io/badge/0-FF0000" alt="Videos"></a>
+            </td> 
         </tr>
         <tr>
             <td>
                 Key Word Spotting
             </td>
+            <td colspan="4" rowspan="90" align="center"><i>Will soon be added</i></td>
         </tr>
         <tr>
             <td>
diff --git a/sections/2024/main/MLSP-L12.md b/sections/2024/main/MLSP-L12.md
index eb23434..b6f11a3 100644
--- a/sections/2024/main/MLSP-L12.md
+++ b/sections/2024/main/MLSP-L12.md
@@ -34,7 +34,7 @@
 
 ## Pattern Recognition and Classification
 
-![Section Papers](https://img.shields.io/badge/Section%20Papers-0-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-0-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-0-1D7FBF) ![Papers with Video](https://img.shields.io/badge/Papers%20with%20Video-0-FF0000)
+![Section Papers](https://img.shields.io/badge/Section%20Papers-30-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-7-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-8-1D7FBF) ![Papers with Video](https://img.shields.io/badge/Papers%20with%20Video-0-FF0000)
 
 | **Title** | **Repo** | **Paper** | **Video** |
 |-----------|:--------:|:---------:|:---------:|
@@ -62,3 +62,9 @@
 | Diff-HOD: Diffusion Model for Object Detection in Hazy Weather Conditions | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446872-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446872) | :heavy_minus_sign: |
 | Counting Network for Learning from Majority Label | [![GitHub](https://img.shields.io/github/stars/Shiku-Kaito/Counting-Network-for-Learning-from-Majority-Label?style=flat)](https://github.com/Shiku-Kaito/Counting-Network-for-Learning-from-Majority-Label) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10448425-E4A42C.svg)](https://ieeexplore.ieee.org/document/10448425) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2403.13370-b31b1b.svg)](https://arxiv.org/abs/2403.13370) | :heavy_minus_sign: |
 | Stable Knowledge Transfer for Contrastive Distillation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446868-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446868) | :heavy_minus_sign: |
+| ProbMCL: Simple Probabilistic Contrastive Learning for Multi-label Visual Classification | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg?style=flat)](https://ahmadsajedii.github.io/ProbMCL/) <br /> [![GitHub](https://img.shields.io/github/stars/AhmadSajedii/ProbMCL?style=flat)](https://github.com/AhmadSajedii/ProbMCL) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447400-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447400) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2401.01448-b31b1b.svg)](https://arxiv.org/abs/2401.01448) | :heavy_minus_sign: |
+| Diffusion-based Pose Refinement and Multi-Hypothesis Generation for 3D Human Pose Estimation | [![GitHub](https://img.shields.io/github/stars/KHB1698/DRPose?style=flat)](https://github.com/KHB1698/DRPose) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10445850-E4A42C.svg)](https://ieeexplore.ieee.org/document/10445850) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2401.04921-b31b1b.svg)](https://arxiv.org/abs/2401.04921) | :heavy_minus_sign: |
+| Towards Multi-Domain Face Landmark Detection with Synthetic Data from Diffusion Model | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446497-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446497) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2401.13191-b31b1b.svg)](https://arxiv.org/abs/2401.13191) | :heavy_minus_sign: |
+| Test-Time Distribution Learning Adapter for Cross-Modal Visual Reasoning | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447601-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447601) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2403.06059-b31b1b.svg)](https://arxiv.org/abs/2403.06059) | :heavy_minus_sign: |
+| Vision Transformer with 2D Explicit Position Encoding | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446293-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446293) | :heavy_minus_sign: |
+| On Measures of Uncertainty in Classification | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10284772-E4A42C.svg)](https://ieeexplore.ieee.org/document/10284772) | :heavy_minus_sign: |