conftrace_

channel correlation

5 papers

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Co-occurring keywords

multivariate time series (139) time series forecasting (364) multivariate time series forecasting (21) channel independence (9) series-core fusion (1) mlp-based model (2) long-term forecasting (20) taylor expansion (27) spectral feature (39) compact representation (14)

Papers

CompRestacking: Capturing Channel Dependency in Highly Correlated Multivariate Time Series Data (Student Abstract) AAAI 2026
HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NIPS 2024
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues AAAI 2024
Compact Generalized Non-local Network NIPS 2018