[Article] Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI

Summary: In this paper, by integrating LLM with fMRI through its Brain Expert Adaption and Prompt Variant Alignment modules, enables robust cross-subject decoding and sophisticated multimodal ‘mental creation’ capabilities beyond mere visual reconstruction.

Jing, Haodong, et al. “Beyond brain decoding: Visual-semantic reconstructions to mental creation extension based on fmri.” Proceedings of the IEEE/CVF International Conference on Computer Vision. 2025.