How to turn on AA for sprites?

I have a VR app with a few sprites floating around in worldspace. The sprites are not AA and display terrible aliasing. Below is a comparison between a sprite and a plane+texture, both are using the same image file.

Is there a way to turn on AA for sprites?

Enable mip maps on your Sprite.

On the Sprite file go to Advanced → Generate Mip Maps.

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