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Yuxuan Wang

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TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts

This paper introduces a Multimodal Mixture-of-Experts (MMoE) module as a lightweight plug-in to empower Transformer-based time series models for multimodal forecasting, eliminating the need for explicit representation-level alignment.

Jiafeng Lin, Yuxuan Wang, Huakun Luo et al. · 1 citation