MindAdapter introduces a decoupled linear-residual adapter with topology-anchored dual-stream manifold constraints for few-shot cross-subject calibration of brain-to-visual models, improving reconstruction and retrieval on NSD.
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MindAdapter: Few-Shot Parameter-Efficient Residual Calibration of Cross-Subject Brain-to-Visual Decoding Models
MindAdapter introduces a decoupled linear-residual adapter with topology-anchored dual-stream manifold constraints for few-shot cross-subject calibration of brain-to-visual models, improving reconstruction and retrieval on NSD.