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News/EEG-VID: Task-Guided Latent Predictive Pretraining for EEG Decoding and Assistive Target Selection
arxiv
PublishedOctober 27, 2026 at 4:00 AM

EEG-VID: Task-Guided Latent Predictive Pretraining for EEG Decoding and Assistive Target Selection

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arXiv:2609.00566v4 Announce Type: replace-cross Abstract: We propose EEG-VID, a task-guided latent predictive pretraining framework for EEG decoding under session and subject shifts. EEG-VID predicts future latent EEG states from recent history using an exponential-moving-average target encoder and

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