add OOD-generalization.png

QData · Mar 24, 2024 · ef9ea1f · ef9ea1f
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diff --git a/_AIselfPage/AIself-archive-grid.md b/_AIselfPage/AIself-archive-grid.md
@@ -11,7 +11,7 @@ desc: 'a suite of deep learning tools with weak supervisions that we have develo
 
 <div>
     This front adapts from our legacy website <a href="http://deeplearning4discrete.net/">deeplearning4discrete.net</a>  and introduces a suite of
-    deep learning tools we have developed for improve predictors' generalization, especially when on structured 
+    deep learning tools we have developed for improve predictors' generalization, especially when on discrete structured 
     data types like text, graph, or sets.  Please feel free to email me when you find my typos. 
 
 </div>
@@ -22,6 +22,9 @@ desc: 'a suite of deep learning tools with weak supervisions that we have develo
 Generalization refers to how a machine model adapts properly to new, previously unseen data. 
 
 
+![timeline]({{ site.baseurl }}pic/OOD-generalization.png){:class="img-responsive"}
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 ## Background on Representation Learning and Deep Learning
 
 The performance of machine learning algorithms is largely dependent on the

diff --git a/pic/OOD-generalization.png b/pic/OOD-generalization.png