2 papers
eess.IV2025
Dual-Alignment Knowledge Retention for Continual Medical Image Segmentation
Yuxin Ye, Yan Liu, Shujian Yu
Continual learning in medical image segmentation involves sequential data acquisition across diverse domains (e.g., clinical sites), where task interference between past and curren…
cs.LG2025
When Brain Foundation Model Meets Cauchy-Schwarz Divergence: A New Framework for Cross-Subject Motor Imagery Decoding
Jinzhou Wu, Baoping Tang, Qikang Li +3
Decoding motor imagery (MI) electroencephalogram (EEG) signals, a key non-invasive brain-computer interface (BCI) paradigm for controlling external systems, has been significantly…