A Lightweight Plug-in Gate for Transformer-Based Time-Series Forecasters
The interface is implemented with a lightweight representation-level pre-encoder gate that assigns sigmoid scores to representation units, and the usage penalty reduces average admission scores while keeping forecasting errors close to the unpenalized TimeXer setting.
Hong-Kai Zhuang, Tao Huang, Chen Hou
· 0 citations