Generative Vision Atlas

Training signal option

Representation alignment (REPA-style)

An auxiliary loss during generator training that pulls its intermediate hidden states toward a frozen vision foundation encoder's features, without changing the generator's own latent space.

Introduced by

Used by (4)

REG, REPA, REPA-E, VA-VAE / LightningDiT

Alternatives on this axis

Online RL / policy gradient

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