The 65-year-old celebrated filmmaker and artist passed away recently, according to E! News.
The couple most recently attended an event together in July.
Steve has not yet spoken out about her passing and a cause of death has not been made public.
Our thoughts are with Steve and Jo‘s friends and family during this difficult time.