GenFirst addresses the conflict between reconstruction and generation in latent models by jointly training the VAE and generative model. The method identifies that entropy terms in the KL divergence objective are critical for preventing latent collapse during this process.
HOW THIS AFFECTS YOU
●
researcherYou can leverage these insights to improve the stability of end-to-end training in generative architectures.