Differences

This shows you the differences between two versions of the page.

--- ml:contrastive_learning [2022/09/24 02:09] – [Contrastive Learning] jmflanig
+++ ml:contrastive_learning [2023/06/15 07:36] (current) – external edit 127.0.0.1
@@ Line 1: / Line 1: @@
 ====== Contrastive Learning ======
-Contrastive learning is a good way to learn representations.  It is similar to the way [[self-supervised learning]] is used to learn representations, but with positive and negative examples.
+Contrastive learning is a good way to learn representations.  It is similar to the way [[self-supervised learning]] is used to learn representations, but uses positive and negative examples.
 ===== Overviews =====
+  * [[https://arxiv.org/pdf/2011.00362.pdf|Jaiswal et al 2020 - A Survey on Contrastive Self-supervised Learning]]
+  * [[https://arxiv.org/pdf/2010.05113.pdf|Le-Khac et al 2020 - Contrastive Representation Learning: A Framework and Review]]
 ===== Tutorials =====
@@ Line 9: / Line 11: @@
 ===== Related Pages =====
   * [[Data Augmentation]]
+  * [[Self-Supervised Learning]]
+  * [[Semi-Supervised Learning]]