What are some things that could cause temporary vision loss?

A variety. Vision loss that drops and then recovers has a broad spectrum of causes including vascular and nervous system events. Migraine headaches can also do this as well as blood emboli and some internal eye problems. Your ophthalmolgist should be seen if you are having this problem.