Here's a workaround I found. Go to the video in your team's mobile app (I'm using the Android version). Hold your finger down on the video and hit the "share" button. The video should (hopefully) automatically download to your phone. If not, I forwarded the videos to myself via text/WhatsApp and then downloaded the videos through text/WhatsApp.
Hope this helps.
Jason