Serial killer comedy movie about a couple with Robert Downey Jr

Two victims of traumatized childhoods become lovers and serial murderers irresponsibly glorified by the mass media.

A couple of guys fight legions of zombies. They kill many of them, but there may be too many of the living dead for them to hope to survive.