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masked time series modeling

3 papers

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Co-occurring keywords · papers mentioning both

phase alignment (1) eeg (1) feature homogenization (1) spectrum encoding (1) frequency component (1) masked modeling (1) self-supervised representation learning (1) spectrum energy (1) patch embedding (1) frequency domain (1)

Papers

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification AAAI 2025 Learning to Embed Time Series Patches Independently ICLR 2024 Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ICML 2024