diff --git a/README.md b/README.md
index f56eaa3..b966c25 100644
--- a/README.md
+++ b/README.md
@@ -326,7 +326,7 @@ If you use this library for research purposes, please cite:
   author = "Ballé, Johannes and Hwang, Sung Jin and Agustsson, Eirikur",
   title = "{T}ensor{F}low {C}ompression: Learned Data Compression",
   url = "http://github.com/tensorflow/compression",
-  version = "2.10.0",
+  version = "2.11.0",
   year = "2022",
 }
 ```
diff --git a/WORKSPACE b/WORKSPACE
index 50859e5..e696b48 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -6,10 +6,10 @@ tensorflow_compression_workspace()
 
 http_archive(
     name = "org_tensorflow",
-    sha256 = "b5a1bb04c84b6fe1538377e5a1f649bb5d5f0b2e3625a3c526ff3a8af88633e8",
-    strip_prefix = "tensorflow-2.10.0",
+    sha256 = "99c732b92b1b37fc243a559e02f9aef5671771e272758aa4aec7f34dc92dac48",
+    strip_prefix = "tensorflow-2.11.0",
     urls = [
-        "https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.10.0.tar.gz",
+        "https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.11.0.tar.gz",
     ],
 )
 
diff --git a/requirements.txt b/requirements.txt
index 696f025..e818353 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,3 @@
 scipy ~= 1.4
-tensorflow ~= 2.10.0
+tensorflow ~= 2.11.0
 tensorflow-probability ~= 0.15