Conference
Open access
Sep 2026
Attention as Selection: Semantic-Guided Time Series Forecasting
This work defines cross-modal attention as a selection process, where semantic prompts are employed to induce a sparse temporal attribution distribution over temporal positions and employs low-entropy regularization alongside global cross-modal consistency constraints to regulate the selection behavior.
Xue-Yun Luo, Qiang Lu, Sangui Jian et al.
· Proceedings of the Thirty-Fi... · 0 citations