It is not hildon-desktop crashing, but hildon-home that runs a desktop widget that does not return to hildon-home, thus preventing hildon-home from doing anything else, such as running other widgets.

The usual culprits, as I understand, are DCEW and queenbeecon, but other desktop widgets might also be the reason for the behaviour you see.