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sleep stage classification

11 papers

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Co-occurring keywords · papers mentioning both

sleep staging (2) u-net architecture (2) test-time adaptation (2) domain adaptation (2) multimodal salient wave (1) temporal fully convolutional network (1) fine tuning (1) categorical time series (1) spectral envelope (1) optimal scaling (1)

Papers

Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning ICML 2025 ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification IJCAI 2024 SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals ICML 2024 Convolution Monge Mapping Normalization for learning on sleep data NeurIPS 2023 Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG IJCAI 2023 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals ICLR 2022 Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022 Multi-Tier Platform for Cognizing Massive Electroencephalogram IJCAI 2022 SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging IJCAI 2021 GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification IJCAI 2020 U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NeurIPS 2019