Found a useful hack.
We can hide the 'minimise' and 'close' button by setting 'WindowState' property of uifigure to 'full screen'. Here is the code
f = uifigure('WindowState', 'fullscreen');
But when the 'ESC' key is pressed it will come to normal window size having all 'minimise', 'close' buttons etc