Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation 事件

Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation arXiv:2606.06345v1 Announce Type: new Abstract: Brain decoding is limited by the availability of labeled neural data, and remains challenging in low-data regimes. To address this issue, we investigate whether and when brain decoding can be boosted by augmenting small fMRI datasets with synthetic data generated by a pretrained model of fMRI responses to stimuli. We use TRIBE v2, a large encoding model pretrained on more than 1000 h