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References from DeID-Aligner: fine-grained brain-vision semantic alignment for cross-subject visual decoding from limited fMRI data. Local targets link to admitted publications; unresolved targets remain external evidence.
A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence
10.1038/s41593-021-00962-x · 2022 · External reference
Enhanced hyperalignment via spatial prior information
10.1002/hbm.26170 · 2022 · External reference
Brain decoding: Toward real-time reconstruction of visual perception
2024 · External reference
Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity
10.1016/j.neuroimage.2021.117975 · 2021 · External reference
A reduced-dimension fMRI shared response model
2015 · External reference
Seeing beyond the brain: Conditional diffusion model with sparse masked modeling for vision decoding
2023 · External reference
Resolving human object recognition in space and time
10.1038/nn.3635 · 2014 · External reference
MindAligner: Explicit brain functional alignment for cross-subject brain visual decoding with limited data
2025 · External reference
An image is worth 16×16 words: Transformers for image recognition at scale
2021 · External reference
Decoding visual neural representations by multimodal learning of brain-visual-linguistic features
10.1109/tpami.2023.3263181 · 2023 · External reference
Brain captioning: Decoding human brain activity into images and text
2023 · External reference
Unsupervised domain adaptation by backpropagation
2015 · External reference
MindTuner: Cross-subject visual decoding with visual fingerprint and semantic correction
2025 · External reference
The functional architecture of the ventral temporal cortex and its role in categorization
10.1038/nrn3747 · 2014 · External reference
Denoising diffusion probabilistic models
2020 · External reference
Generic decoding of seen and imagined objects using hierarchical visual features
10.1038/ncomms15037 · 2017 · External reference
A prompt-guided generative language model for unifying visual neural decoding across multiple subjects and tasks
2025 · External reference
Long short-term memory-based neural decoding of object categories evoked by natural images
10.1002/hbm.25136 · 2020 · External reference
From sight to insight: A multi-task approach with the visual language decoding model
10.1016/j.inffus.2024.102573 · 2024 · External reference
Neuropictor: Refining fmri-to-image reconstruction via multi-individual pretraining and multi-level modulation
2024 · External reference
Mutual information-driven subject-invariant and class-relevant deep representation learning in BCI
10.1109/tnnls.2021.3100583 · 2023 · External reference
MindShot: A few-shot brain decoding framework via transferring cross-subject prior and distilling frequency domain knowledge
2025 · External reference
Beyond brain decoding: Visual-semantic reconstructions to mental creation extension based on fMRI
2025 · External reference
The occipital place area is causally involved in representing environmental boundaries during navigation
10.1016/j.cub.2016.02.066 · 2016 · External reference
MindLink: Subject-agnostic cross-subject brain decoding framework
2026 · External reference
Learning spatiotemporal graph representations for visual perception using EEG signals
2023 · External reference
The occipital place area represents the local elements of scenes
10.1016/j.neuroimage.2016.02.062 · 2016 · External reference
A causal role for the extrastriate body area in detecting people in real-world scenes
10.1523/jneurosci.2853-12.2013 · 2013 · External reference
Visual decoding and reconstruction via EEG embeddings with guided diffusion
2024 · External reference
Multi-semantic decoding of visual perception with graph neural networks
10.1142/s0129065724500163 · 2024 · External reference
Microsoft coco: Common objects in context
2014 · External reference
MindDiffuser: Controlled image reconstruction from human brain activity with semantic and structural diffusion
2023 · External reference
BrainCLIP: Brain representation via CLIP for generic natural visual stimulus decoding
10.1109/tmi.2025.3537287 · 2025 · External reference
Visualizing data using t-SNE
2008 · External reference
Unibrain: Unify image reconstruction and captioning all in one diffusion model from human brain activity
2023 · External reference
NeuroDM: Decoding and visualizing human brain activity with EEG-guided diffusion model
10.1016/j.cmpb.2024.108213 · 2024 · External reference
Learning transferable visual models from natural language supervision
2021 · External reference
Unresolved reference
External reference
Adversarial diffusion distillation
2024 · External reference
Reconstructing the mind’s eye: fMRI-to-image with contrastive learning and diffusion priors
2023 · External reference
MindEye2: Shared-subject models enable fMRI-to-image with 1 hour of data
2024 · External reference
Recognizing natural images from EEG with language-guided contrastive learning
10.1109/tnnls.2025.3562743 · 2025 · External reference
Fingerprints of brain disease: Connectome identifiability in Alzheimer’s disease
10.1038/s42003-024-06829-8 · 2024 · External reference
ZEBRA: Towards zero-shot cross-subject generalization for universal brain visual decoding
2025 · External reference
MindBridge: A cross-subject brain decoding framework
2024 · External reference
Are deep neural networks adequate behavioral models of human visual perception?
10.1146/annurev-vision-120522-031739 · 2023 · External reference
Unresolved reference
External reference
CLIP-MUSED: CLIP-guided multi-subject visual neural information semantic decoding
2024 · External reference
