diff --git a/CHANGELOG.md b/CHANGELOG.md
index adb4eb628..01e45bb33 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,14 +16,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [unreleased]
 
-### Removed
-* Remove support for Python 3.5
-
 ## [1.4.1]
 
 ### Changed
 * #925 OAuth2TokenMiddleware converted to new style middleware, and no longer extends MiddlewareMixin.
 
+### Removed
+* #936 Remove support for Python 3.5
+
 ## [1.4.0] 2021-02-08
 
 ### Added
diff --git a/oauth2_provider/models.py b/oauth2_provider/models.py
index e1644e541..835fe24b2 100644
--- a/oauth2_provider/models.py
+++ b/oauth2_provider/models.py
@@ -401,12 +401,7 @@ def revoke(self):
         access_token_model = get_access_token_model()
         refresh_token_model = get_refresh_token_model()
         with transaction.atomic():
-            try:
-                token = refresh_token_model.objects.select_for_update().filter(
-                    pk=self.pk, revoked__isnull=True
-                )
-            except refresh_token_model.DoesNotExist:
-                return
+            token = refresh_token_model.objects.select_for_update().filter(pk=self.pk, revoked__isnull=True)
             if not token:
                 return
             self = list(token)[0]
diff --git a/setup.cfg b/setup.cfg
index ce656309c..22e81675e 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,6 +1,6 @@
 [metadata]
 name = django-oauth-toolkit
-version = 1.4.0
+version = 1.4.1
 description = OAuth2 Provider for Django
 long_description = file: README.rst
 long_description_content_type = text/x-rst