Qiongyi Zhou
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126
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2026
Versatile Framework with Semantic and Structural guidance for Image Reconstruction from Brain Activity
The paper proposes MindDiffuser, a two-stage framework that significantly improves image reconstruction from brain activity by combining semantic guidance from text-to-image models with structural refinement using shallow visual features.
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Papers
cs.CVcs.AIRecentMay 28, 2026
Versatile Framework with Semantic and Structural guidance for Image Reconstruction from Brain Activity
Yizhuo Lu, Changde Du, Qiongyi Zhou, Liuyun Jiang +1 more
The paper proposes MindDiffuser, a two-stage framework that significantly improves image reconstruction from brain activity by combining semantic guidance from text-to-image models with structural ref…
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