have late days for mouse tones all right there you go which no one is working on all right so so let's get started so in this lecture we will look at unsupervised distribution alignment so what does that even mean so let's remove the part unsupervised let's just first look at a distribution alignment problem so a lot of problems in image to image translation take this form so let's say I want to go from semantic mask to RGB images then this is a distribution alignment problem because we can think of us having a distribution over mask