Yes, you can get a home loan as a temporary resident in Australia.
To increase your chances of approval:
Have a minimum of 12 months remaining on your visa
Have a stable income and employment history
Borrow up to 80% of the property value. You can borrow more if you're buying together with an Australian citizen.
Seek approval from the FIRB