Replacing shared layer-normalization parameters with per-channel affine parameters improves channel identifiability and forecasting accuracy across multiple time series backbones.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Channel Normalization for Time Series Channel Identification
Replacing shared layer-normalization parameters with per-channel affine parameters improves channel identifiability and forecasting accuracy across multiple time series backbones.