Solution 1:

It is as simple as 1-2-3 , install foxit reader. Make it the default pdf reader app (you can change it later, nothing harm). And see the magic, all the disappeared thumbnails will reappear. The easiest way i think. Even if you use adobe DC as default, the thumbnail will remain the same.