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channel correlation

7 papers

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Co-occurring keywords · papers mentioning both

multivariate time series (3) time series forecasting (2) multivariate time series forecasting (1) channel independence (1) series-core fusion (1) mlp-based model (1) long-term forecasting (1) taylor expansion (1) domain gap (1) spectral feature (1)

Papers

CompRestacking: Capturing Channel Dependency in Highly Correlated Multivariate Time Series Data (Student Abstract) AAAI 2026 CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching ICLR 2025 HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues AAAI 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation NeurIPS 2024 SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NeurIPS 2024 Compact Generalized Non-local Network NeurIPS 2018