Mona founder David Walsh is shaking off Labor's shock federal election loss, set to deny his juggernaut cultural institution a $50 million boost for a proposed expansion.

The high-end gambler says Australia's arts community is downbeat after Scott Morrison's re-election. Arts advocates had been seeking an urgent boost to institutions and the creative industries.