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A novel framework achieves unprecedented dataset distillation speed and accuracy by directly minimizing information loss, setting a new benchmark in the field.
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.
Train your UMM visual generation component on image-only data first and you'll get SOTA performance with a fraction of the compute.
