Generative Anchored Fields: Controlled Data Generation via Emergent Velocity Fields and Transport Algebra

Deressa Wodajo Deressa, Hannes Mareen, Peter Lambert +1

We present Generative Anchored Fields (GAF), a generative model that learns independent endpoint predictors, $J$ (noise) and $K$ (data), from any point on a linear bridge. Unlike e…