MindDiffuser is a two-stage framework that improves semantic and structural fidelity in reconstructing visual stimuli from fMRI, EEG, and MEG signals using CLIP embeddings and Stable Diffusion with backpropagation refinement.
arXiv preprint arXiv:2211.06956 (2022)
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Versatile Framework with Semantic and Structural guidance for Image Reconstruction from Brain Activity
MindDiffuser is a two-stage framework that improves semantic and structural fidelity in reconstructing visual stimuli from fMRI, EEG, and MEG signals using CLIP embeddings and Stable Diffusion with backpropagation refinement.