Direct Noise Alignment iteratively moves a random Gaussian noise until the model's predicted velocity matches the straight-line velocity to the image, reducing inversion drift and giving the best reported fidelity-editability balance for training-free rectified flow editing on PIE-Bench.
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DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing
Direct Noise Alignment iteratively moves a random Gaussian noise until the model's predicted velocity matches the straight-line velocity to the image, reducing inversion drift and giving the best reported fidelity-editability balance for training-free rectified flow editing on PIE-Bench.