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Designing a better asymmetric vqgan for stablediffusion

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Autoregressive Visual Generation Needs a Prologue

cs.CV · 2026-05-07 · unverdicted · novelty 7.0 · 2 refs

Prologue adds a small set of learnable tokens trained exclusively with AR cross-entropy loss to decouple generation from reconstruction in autoregressive visual models, yielding lower gFID on ImageNet 256x256.

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  • Autoregressive Visual Generation Needs a Prologue cs.CV · 2026-05-07 · unverdicted · none · ref 67 · 2 links

    Prologue adds a small set of learnable tokens trained exclusively with AR cross-entropy loss to decouple generation from reconstruction in autoregressive visual models, yielding lower gFID on ImageNet 256x256.