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#latent-generative-model
1 articles
01
2026-09-02
·
★ MEMBER
·
PAPER
·
10 min read
Paper Explained — GenFirst: Let Generation Shape the Latent Space First, Reconstruction Second
Image generation normally means training a VAE first and bolting a generative model onto its frozen latent space. This paper trains both at once without latent collapse — the key is the entropy term inside the KL objective, plus a simple rule: let generation go first and ramp reconstruction up later.