Should I add a cross on my Material Design Dialog?

I'm working on a web application with Material Design.

I have some dialogs in this application, and I'm wondering if it's more conventional to have a close cross or not.

Without Cross With Cross

This is not a fullscreen dialog, so user can click outside to close, or click on the cancel button (here without).

In my mind this is not mandatory, and even not recommended for non fullscreen dialogs.