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Achieve better video editing without retraining by dynamically locking background features based on a "hallucination metric" that detects when the diffusion model is about to go astray.
Achieve unified image generation by progressively disentangling and weaving together concept and localization representations within a diffusion framework, outperforming prior methods on diverse tasks.