diff --git a/CHANGELOG.md b/CHANGELOG.md
index a2c3bfdb..78fc4a44 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,7 +1,11 @@
 # Change Log
 
-## 1.0.2 - 2019-03-22
+## 1.1.0 - 2019-07-16
 
+- New layers: transpose convolution and group convolution
+- New architectures: U-Net, MobileNet, and ShuffleNet
+- Supporting FasterRCNN for object detection
+- Supporting image segmentation
 - Various bug fixes
-- A new way of creating models
-- Multi-step forecasting
\ No newline at end of file
+- Improved documentation
+- Improved code coverage
\ No newline at end of file
diff --git a/doc/source/whatsnew.rst b/doc/source/whatsnew.rst
index 5cd6a0c7..a8c2eb75 100644
--- a/doc/source/whatsnew.rst
+++ b/doc/source/whatsnew.rst
@@ -9,9 +9,13 @@ What's New
 
 This document outlines features and improvements from each release.
 
-v1.0.2 (March 22, 2019)
+v1.1.0 (July 16, 2019)
 ==========================
 
+- New layers: transpose convolution and group convolution
+- New architectures: U-Net, MobileNet, and ShuffleNet
+- Supporting FasterRCNN for object detection
+- Supporting image segmentation
 - Various bug fixes
-- A new way of creating models
-- Multi-step forecasting
\ No newline at end of file
+- Improved documentation
+- Improved code coverage
\ No newline at end of file