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This page was last updated on 2026-08-10 06:37:12 UTC

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 Reverso: Efficient Time Series Foundation Models for Zero-shot Forecasting Xing Fu, Yanhong Li, Georgios Papaioannou, Yoon Kim 2026-02-19 ArXiv 6 6
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visibility_off VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters Mouxiang Chen, Lefei Shen, Zhuo Li, Xiaoyun Joy Wang, Jianling Sun, Chenghao Liu 2024-08-30 ArXiv 89 9
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, Han Yu, Xingyu Lu, Lintao Ma 2025-10-20 ArXiv 3 8
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 6 11
visibility_off Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf LLMs via Noise Injection Xi Yin, Ceyao Zhang, Min Hu, Kai Chen 2025-12-23 ArXiv 0 6
visibility_off TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data Ege Onur Taga, M. E. Ildiz, Samet Oymak 2025-02-22 ArXiv, DBLP 39 40
visibility_off Time Series as Language: A Universal Tokenizer for General-Purpose Time Series Foundation Models Yunhao Zhang, Rui Qi, Jiale Zheng, Jianfeng Zhang, Lujia Pan, Junchi Yan 2026-05-31 ArXiv 0 8
Abstract Title Authors Publication Date Journal/Conference Citation count Highest h-index