To address memorization in textual content-to-graphic diffusion models, we suggest CAPTAIN, a instruction-cost-free framework that steers the denoising trajectory towards non-memorized outputs by injecting options directly in to the latent denoising process with frequency decomposed noise initialization.rmathbf x _ r is then injected to the spatial

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