If the ceiling height works for the length of curtain you wish to install and the type of brackets or ceiling curtain rod hooks are made to hold the rod at that angle, then yes, you can mount to the ceiling.  Use toggle bolts for this type of hanging if you are unable to fasten into the studs.

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