TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches

Ivan Oleksiyuk, Svyatoslav Voloshynovskiy, Tobias Golling

We introduce a new model for conditional and continuous data morphing called TRansport Adversarial Network for Smooth InTerpolation (TRANSIT). We apply it to create a background da…