Resuming paused applications on macOS

I have a penchant for having way too many tabs of Chrome open, and even though I keep buying more RAM I occasionally am still forced to interact with this screen, informing me that I have run out of memory. But if you hit Cmd+Shift+Esc then it disappears, replaced by the normal "Force Quit Applications". What then? How do I resume my paused applications?