works on
disease diagnosis 1electroencephalography 1multiple instance learning 1representation learning 1self-supervised learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Rethinking EEG-Based Disease Diagnosis: Decoupling Instance Representation Learning from Subject-Level Supervision

Zhiyuan Ma, Zeyuan Li, Zhiyi Lu +7

The paper introduces BridgeMIL, a two-stage method that first learns EEG instance representations without using inherited labels and then applies subject-level supervision via a mu…