diff --git a/docs/build.sh b/docs/build.sh
index f61d147..f9fe274 100644
--- a/docs/build.sh
+++ b/docs/build.sh
@@ -35,11 +35,9 @@ cp -r source/_static .
 cp source/conf.py _conf.py
 git fetch --all --tags --unshallow
 deploy_doc "" latest
-deploy_doc "7be0b4f" v0.1.0
-deploy_doc "a95d680" v0.1.1
-deploy_doc "521b4f9" v0.1.2
 deploy_doc "eb9427e" v0.2.0
 deploy_doc "d8d722d" v0.3.0
 deploy_doc "e34fc42" v0.3.1
-deploy_doc "1b6f37d" # v0.3.2 Latest stable release
+deploy_doc "1b6f37d" v0.3.2
+deploy_doc "53e9dfe" # v0.4.0 Latest stable release
 rm -rf _build _static _conf.py
diff --git a/docs/source/_static/js/custom.js b/docs/source/_static/js/custom.js
index 5e751f1..a819988 100644
--- a/docs/source/_static/js/custom.js
+++ b/docs/source/_static/js/custom.js
@@ -3,17 +3,15 @@
 
 // These two things need to be updated at each release for the version selector.
 // Last stable version
-const stableVersion = "v0.3.2"
+const stableVersion = "v0.4.0"
 // Dictionary doc folder to label. The last stable version should have an empty key.
 const versionMapping = {
     "latest": "latest",
-    "": "v0.3.2 (stable)",
+    "": "v0.4.0 (stable)",
+    "v0.3.2": "v0.3.2",
     "v0.3.1": "v0.3.1",
     "v0.3.0": "v0.3.0",
     "v0.2.0": "v0.2.0",
-    "v0.1.2": "v0.1.2",
-    "v0.1.1": "v0.1.1",
-    "v0.1.0": "v0.1.0",
 }
 
 function addGithubButton() {
diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst
index b16b396..779c2de 100644
--- a/docs/source/changelog.rst
+++ b/docs/source/changelog.rst
@@ -1,6 +1,10 @@
 Changelog
 =========
 
+v0.4.0 (2023-10-19)
+-------------------
+Release note: `v0.4.0 <https://github.com/frgfm/torch-cam/releases/tag/v0.4.0>`_
+
 v0.3.2 (2022-08-02)
 -------------------
 Release note: `v0.3.2 <https://github.com/frgfm/torch-cam/releases/tag/v0.3.2>`_