Add ssl repo

Author: amrit110

docs/index.md

@@ -278,7 +278,7 @@ a.dataset-tag:hover {
 
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-    <div class="stat-number">43</div>
+    <div class="stat-number">47</div>
     <div class="stat-label">Implementations</div>
   </div>
   <div class="stat">
@@ -330,6 +330,10 @@ a.dataset-tag:hover {
 
 
 
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@@ -378,6 +382,21 @@ a.dataset-tag:hover {
         <strong>Datasets:</strong> <a href="https://arxiv.org/pdf/2211.13358.pdf" class="dataset-tag" target="_blank">Bank Account Fraud Detection</a>  <a href="https://dgraph.xinye.com/dataset" class="dataset-tag" target="_blank">DGraph dataset</a>  <a href="https://www.mvtec.com/company/research/datasets/mvtec-ad" class="dataset-tag" target="_blank">MVTec dataset</a>  <a href="http://www.svcl.ucsd.edu/projects/anomaly/dataset.htm" class="dataset-tag" target="_blank">UCSD Anomaly Detection Dataset</a>  <a href="https://www.kaggle.com/datasets/odins0n/ucf-crime-dataset" class="dataset-tag" target="_blank">UCF Crime Dataset</a>
     </div>
 
+    </div>
+    <div class="card" markdown>
+    <div class="header">
+        <h3><a href="https://github.com/VectorInstitute/self-supervised-learning" title="Go to Repository">self-supervised-learning</a></h3>
+        <span class="tag year-tag">2024</span>
+        <span class="tag type-tag">bootcamp</span>
+    </div>
+    <p>A repository with reference implementations of self-supervised learning techniques</p>
+    <div class="tag-container">
+        <a href="https://proceedings.mlr.press/v162/qiu22b/qiu22b.pdf" class="tag" target="_blank">Internal Contrastive Learning (ICL) + Latent Outlier Exposure (LOE)</a>          <a href="https://arxiv.org/abs/2302.00861" class="tag" target="_blank">SimMTM</a>          <a href="https://arxiv.org/abs/2303.15747" class="tag" target="_blank">TabRet</a>          <a href="https://arxiv.org/abs/2202.03555" class="tag" target="_blank">Data2Vec</a>
+    </div>
+    <div class="datasets">
+        <strong>Datasets:</strong> <a href="https://cs.stanford.edu/~acoates/stl10/" class="dataset-tag" target="_blank">STL-10</a>  <a href="https://archive.ics.uci.edu/dataset/381/beijing+pm2+5+data" class="dataset-tag" target="_blank">Beijing PM 2.5</a>
+    </div>
+
     </div>
     <div class="card" markdown>
     <div class="header">

repositories/self-supervised-learning.yaml

@@ -0,0 +1,20 @@
+name: self-supervised-learning
+repo_id: VectorInstitute/self-supervised-learning
+description: "A repository with reference implementations of self-supervised learning techniques"
+implementations:
+  - name: Internal Contrastive Learning (ICL) + Latent Outlier Exposure (LOE)
+    url: https://proceedings.mlr.press/v162/qiu22b/qiu22b.pdf
+  - name: SimMTM
+    url: https://arxiv.org/abs/2302.00861
+  - name: TabRet
+    url: https://arxiv.org/abs/2303.15747
+  - name: Data2Vec
+    url: https://arxiv.org/abs/2202.03555
+public_datasets:
+  - name: STL-10
+    url: https://cs.stanford.edu/~acoates/stl10/
+  - name: Beijing PM 2.5
+    url: https://archive.ics.uci.edu/dataset/381/beijing+pm2+5+data
+type: bootcamp
+year: 2024
+github_url: https://github.com/VectorInstitute/self-supervised-learning