diff --git a/HISTORY.md b/HISTORY.md
index 42353feb55..6e7abdfd5b 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -13,6 +13,8 @@
 
   * Fix Windows Python build configuration (#1885).
 
+  * Add padding layer in TransposedConvolutionLayer (#2082).
+
 ### mlpack 3.2.1
 ###### 2019-10-01
   * Enforce CMake version check for ensmallen (#2032).