These booties are the ones... I don't even know how much they cost, probably A LOT (yes, just checked, and they are completely out of reach!), but I am in love with them. Maybe I'll spot something similar at a more affordable price or maybe they'll put them on sale eventually ;)
These are Acne's "Pistol Short"