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Recommendations for the article Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series

Abstract Title Authors Publication Date Journal/ Conference Citation count Highest h-index
visibility_off A Mamba Foundation Model for Time Series Forecasting Haoyu Ma, Yushu Chen, Wenlai Zhao, Jinzhe Yang, Yingsheng Ji, Xinghua Xu, Xiaozhu Liu, Hao Jing, Shengzhuo Liu, Guangwen Yang 2024-11-05 ArXiv 9 9
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visibility_off Xihe: Scalable Zero-Shot Time Series Learner Via Hierarchical Interleaved Block Attention Yinbo Sun, Yuchen Fang, Zhibo Zhu, Jia Li, Yu Liu, Qiwen Deng, Jun Zhou, Hang Yu, Xingyu Lu, Lintao Ma 2025-10-20 ArXiv 0 6
visibility_off TimeFound: A Foundation Model for Time Series Forecasting Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Xinjiang Lu, Le Zhang, Hui Xiong 2025-03-06 ArXiv 2 11
visibility_off Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf LLMs via Noise Injection Xingyou Yin, Ceyao Zhang, Min Hu, Kai Chen 2025-12-23 ArXiv 0 0
visibility_off TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data Ege Onur Taga, M. E. Ildiz, Samet Oymak 2025-02-22 ArXiv, DBLP 13 39
visibility_off General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting Cheng Feng, Long Huang, Denis Krompass 2024-10-21 Proceedings of the 33rd ACM International Conference on Information and Knowledge Management 8 16
Abstract Title Authors Publication Date Journal/Conference Citation count Highest h-index