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Papers
Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding
CVPR 2026
Meta-Learning In-Context Enables Training-Free Cross Subject Brain Decoding
CVPR 2026
Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic
CVPR 2026
Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding
CVPR 2026
NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity
CVPR 2026
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding
ACL 2026
Human-Aligned Image Models Improve Visual Decoding from the Brain
ICML 2025
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction
AAAI 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery
CVPR 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI
AAAI 2025
DREAM: Visual Decoding From Reversing Human Visual System
WACV 2024