They did.[0]

My favourite album of theirs is Pygmalion, though, which is much more like Talk Talk's late stuff or something like that. I'm guessing they're sticking to the Souvlaki era stuff now, for top nostalgia-reunion value. Good band, still.

[0] http://en.wikipedia.org/wiki/Slowdive#Reunion:_2014-present