Self-Consistent Flow: Unifying Velocity and Endpoint Prediction for Rectified Flow Models

Xu Han, Jiajing Hu, Li-Ping Liu

In rectified-flow-based generative models, the neural network can be trained to predict two different targets, such as the instantaneous velocity or the data endpoint, to perform d…