um thank you all for coming this is a massive room so today we will have six great invited talks panel discussion and a selection of posters and spotlight presentations I don't have much to say but welcome young good fellow from open AI he will be given the first talk of today an introduction to generative adversarial networks thank you good morning thank you everybody for coming I guess I'll explain first a little bit what my goals for this this talk are I know there's a lot of different people here at the workshop and the main