Adaptive Cortically Constrained EEG-Vision Alignment for Zero-Shot Brain-to-Image Retrieval

arXiv:2609.24109 · cs.CV · Submitted 2026-09-21 · Read on arXiv

cs.CV

Submitted: 2026-09-21

Updated: 2026-09-21

Terminology

Alignment — 84× in this paper · explained in 1 episode
Accuracy — 17× in this paper · explained in 1 episode
Embeddings — 12× in this paper · explained in 2 episodes
Integrated Gradients — 10× in this paper
Representation Learning — 7× in this paper · explained in 2 episodes
Interpretability — 6× in this paper · explained in 15 episodes
Calibration — 5× in this paper · explained in 7 episodes
Ablation — 4× in this paper · explained in 1 episode
Consistency — 4× in this paper · explained in 3 episodes
Alignment Methods — 3× in this paper · explained in 1 episode
Transformer — 3× in this paper · explained in 2 episodes
Generalization — 2× in this paper · explained in 13 episodes
Multimodal Learning — 2× in this paper · explained in 2 episodes
Rapid Serial Visual Presentation — 2× in this paper
Ablation study — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Bayesian Inference — 1× in this paper · explained in 5 episodes
Contrastive Learning — 1× in this paper · explained in 5 episodes
Core — 1× in this paper · explained in 2 episodes
Cosine Similarity — 1× in this paper · explained in 3 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes

Sources

Visual Neural Decoding via Improved Visual-EEG Semantic Consistency

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