Kailong Fan
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126
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2026
Hallucination-Aware Diffusion Sampling for Inverse Problems via Robust Prior Updates
The paper introduces Robust Prior Update (RPU), a module that improves the faithfulness of diffusion-based inverse solvers by stabilizing the prior update step, thereby reducing measurement-conditioned hallucination.
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cs.CVcs.LGRecentJun 1, 2026
Hallucination-Aware Diffusion Sampling for Inverse Problems via Robust Prior Updates
Pengfei Jin, Yiqi Tian, Kailong Fan, Bingjie Qi +1 more
The paper introduces Robust Prior Update (RPU), a module that improves the faithfulness of diffusion-based inverse solvers by stabilizing the prior update step, thereby reducing measurement-conditione…
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