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Codebook collapse is tackled head-on, enabling high-fidelity visual representation quantization that scales effectively with vocabulary size.
Forget GANs: APEX unlocks high-fidelity one-step image generation by extracting adversarial signals directly from the flow model itself, sidestepping the usual training instabilities.
