Is it possible to delete a stamp on a document?

After a stamp has been set and saved on a document, it is not possible to delete it. However, you can place an annotation over the stamp to hide it (like a white, filled rectangle).
To get the document without annotation, you can download it in Original Format or as PDF without annotation.