Not instantly, no.
We've got our internal body heat to keep us warm, plus hopefully some clothes as well.
However, put a naked person, or a person with only light clothing in a zero degrees celsius or lower environment for long enough with no way of keeping warm and they will eventually catch hypothermia, die and then freeze.
Graham