Monitors turn off, pc stays on

Hello,

Been having this issue since a couple of days. Out of nowhere my monitors turn off while my pc keeps running. They just lose the display connection. Checked all the wires, even bought new ones. Could it be my gpu thats dead or something else?

Sometimes happens after 1 min, while sometimes it keeps running for hours.