You literally just pull them off as everyone has mentioned.
The CF mirror caps are the only non-BMW part I bought as for $150 vs $500 for nearly identical looks, it was an easy choice. These are the full 1:1 replacement housings.
Looks great with the 18% ceramic tint. Really makes the grey mirrors seem like such an odd choice by BMW.