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Jiahui Liao

2 accepted papers

2025

MQVAE: Capturing Metastable Dynamics from EEG for Brain-computer Interfaces

ICASSP 2025accepted

Research on neural dynamics indicates that cognitive processes are driven by metastable state transitions in the brain, which highlights the temporally discontinuous nature of brain activity. However, many existing methods fail to account for this discontinuity, limiting their effectiveness in model…

Cited by 0SourceScholar
2025

Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels

CVPR 2025poster

Incomplete features and label noise in multi-view multi-label data significantly undermine the reliability and performance, motivating researchers to explore the mechanism of representation and information recovery. However, learning for such dual deficiencies is crucial but rarely studied. In this…

Cited by 0SourcePDFScholar