Yes you can apply for CERB even if you are stuck abroad.see video below.
Confirmed by :
Marielle Hossack, Spokesperson for Ministry of Employment, about whether or not Canadian citizens and Permanent Residents, who are stuck abroad, can apply for EI or CERB.