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Ditch the handcrafted noise schedules: spectral analysis unlocks per-image diffusion schedules that boost generative quality, especially when you're racing against the clock with few steps.
By strategically applying differential privacy in the wavelet domain, this work achieves a significantly better privacy-utility tradeoff for image generation, suggesting that not all image frequencies are created equal when it comes to privacy risk.
