Application icon keeps reverting to generic/default icon

It probably reverts back to the original icon after each update. You can also change the icon by going to Macintosh HD/Applications/Google Chrome/Contents/Resources and replace the file titled app.icns with your own modified icon file. It has to be the same filename and extension. This may stop the icon reverting depending on if future updates rewrite this file.

I hope this helps