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This is an unreviewed arXiv preprint proposing a novel method to improve diffusion model training via spectral representation alignment; it presents theoretical motivation and experimental validation but lacks peer review.
This is a preprint presenting a novel mechanistic hypothesis about recurrent neural network training, supported by controlled experiments and synthetic tasks, but lacks clinical or established-domain validation and has not undergone peer review.