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A Lightweight Plug-in Gate for Transformer-Based Time-Series Forecasters

arXiv cs.LG ↗ · 5d ago Cached

This paper introduces a lightweight pre-encoder gate mechanism for Transformer-based time-series forecasting models to regulate covariate admission, with experiments showing competitive performance against baselines on multiple datasets.

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