187 citations · 392 across the 8 of their papers we have counts for
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cs.MM2022★ 3 cited
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity
Zesheng Ye, Lina Yao, Yu Zhang +1
Recent studies demonstrate the use of a two-stage supervised framework to generate images that depict human perception to visual stimuli from EEG, referring to EEG-visual reconstru…
eess.SP2022
Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus
Yun Li, Zhe Liu, Lina Yao +3
With the development of digital technology, machine learning has paved the way for the next generation of tinnitus diagnoses. Although machine learning has been widely applied in E…
cs.LG2022★ 1 cited
Contrastive Graph Learning for Population-based fMRI Classification
Xuesong Wang, Lina Yao, Islem Rekik +1
Contrastive self-supervised learning has recently benefited fMRI classification with inductive biases. Its weak label reliance prevents overfitting on small medical datasets and ta…