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20242026
most citedNeuroSleepNet: An Explainable Multi-Head Attention-Based Framework With Spatial and Multi-Scale Independent Temporal Context Learning for Automatic Sleep Stage Scoring

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cs.LG2026

SPeaR: Test-Time Adaptation with Steering Primitives for Realigning Representations

Muhammad Sudipto Siam Dip, Ali Etemad

Test-time adaptation (TTA) addresses distribution shift using only unlabeled test data. Existing methods typically adapt pretrained models by updating their parameters, limiting bo…