Confluence - how can I deactivate the automated watching of a page?

Can I deactivate the feature automated watching of a page in Confluence?

Yes, on top of the Confluence page you see the menu with the little eye, click on it and you can deactivate the watch there:

Also, if you only want to do it in certain cases of editing the page, at the bottom, next to the Save button you can uncheck the box for that particular time: