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News/Specificity-Aware Diffusion Steering via Variance-Reduced Sequential Monte Carlo
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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Specificity-Aware Diffusion Steering via Variance-Reduced Sequential Monte Carlo

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arXiv:2610.00395v1 Announce Type: new Abstract: Inference-time steering enables pretrained diffusion models to satisfy new constraints without full retraining. However, specificity-aware generation is difficult: repelling samples from a negative reference distribution can also erode the positive dis

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