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BrainFocus is proposed, a reliable EEG-guided efficient VLM framework for VQA that improves VQA accuracy and demonstrates that EEG can guide efficient VLM inference even when its semantic decoding is imperfect.
It is reported that the nonuniform semistructured framework detects critical layers and that, as demonstrated through successive pruning experiments, their preservation from pruning greatly reduces performance degradation, compared to a fully pruned model.
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