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20192026
most citedSPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

17 citations · 23 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

Rectifying Geometric Misalignment: Online Source-Free Adaptation for Class-Imbalanced EEG

Shiwen Chu, Shanglin Li, Motoaki Kawanabe +1

Electroencephalography (EEG) based Brain-Computer Interfaces (BCIs) often require unsupervised domain adaptation (UDA) to generalize across subjects and sessions. While Riemannian…

q-bio.NC2026

SPD Learn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization

Bruno Aristimunha, Ce Ju, Antoine Collas +5

Implementations of symmetric positive definite (SPD) matrix-based neural networks for neural decoding remain fragmented across research codebases and Python packages. Existing impl…