I can't get the wireless adapter TL-WN722N to work with VMWare Workstation 12.5.2.

The adapter works fine in Windows. Kali is installed using the VMWare vmdk that I got from kali.org.

Ifconfig shows no wlan0 interface.
It does show up when using lsusb.
The network is configured as NAT (no additional settings).

How on earth do I get the adapter to work with Kali?