Recent advances in continuous generative models have led to impressive generative performance.A unified framework called UCGM-{T,S} has been introduced for training, sampling, and analyzing these models.UCGM-{T,S} achieves state-of-the-art performance on tasks like ImageNet 256x256.The UCGM-S approach improves the performance of pre-trained models significantly in fewer steps.