ZeroMAG: Zero-Shot Multimodal Adapter Generation for Plug-and-Play EEG Foundation Models

arXiv:2610.03546 · cs.LG · Submitted 2026-10-02 · Read on arXiv

cs.LG

Submitted: 2026-10-02

Updated: 2026-10-02

Terminology

• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes

Sources

• Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities
• Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
• Auto-Encoding Variational Bayes
• EEG Foundation Models: A Critical Review of Current Progress and Future Directions
• A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
• Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
• Denoising Diffusion Implicit Models
• Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
• CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
• Neural Network Diffusion

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