53 citations · 78 across the 28 of their papers we have counts for
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cs.LG2022★ 53 cited
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan +4
Accurate sleep stage classification is significant for sleep health assessment. In recent years, several machine-learning based sleep staging algorithms have been developed , and i…
cs.LG2020★ 7 cited
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems
Nadarasar Bahavan, Navaratnarajah Suman, Sulhi Cader +9
We propose self-supervised deep algorithms to detect anomalies in heterogeneous autonomous systems using frontal camera video and IMU readings. Given that the video and IMU data ar…