AdaMixT mixes multi‑scale patches, a general pre‑trained model and domain models via a dynamic gating network, beating baseline transformers on eight benchmarks like weather and traffic. https://getnews.me/adamixt-adaptive-multi-scale-transformers-for-time-series-forecasting/ #adamixt #timesseries

Huanyao Zhang, Jiaye Lin, Wentao Zhang, Haitao Yuan, Guoliang Li: AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting https://arxiv.org/abs/2509.18107 https://arxiv.org/pdf/2509.18107 https://arxiv.org/html/2509.18107