The pop-ups on that site seem to embed into the page, I tried creating a script that would block them from loading. Took me a while to get it to stop it from coming up, but the page did not load as well. Well, i'm not a expert at this so in the future there might be a way to block them.
Adblocker's only seems to block things that are separate from the page, so I haven't seen one that actually blocks stuff like this.
Edit: I noticed that you're getting some on here... adblocker's "should" block the ones here. hmmmm.....
This things go way past the times adblocker was a huge thing, the thing is that they're rare to come by.
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Chrome lets you "Force Close" individual tabs. Do this for the ones that lock your browser.
_task manager
_end task for the one that locked your browser
Note: Firefox does not let you do this, all the tabs are running in one single process.