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Recommendations for the article Unified Training of Universal Time Series Forecasting Transformers
Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
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visibility_off | GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation | Taha İbrahim Aksu, Gerald Woo, Juncheng Liu, Xu Liu, Chenghao Liu, Silvio Savarese, Caiming Xiong, Doyen Sahoo | 2024-10-14 | ArXiv | 0 | 25 |
visibility_off | FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting | Zhe Li, Xiangfei Qiu, Peng Chen, Yihang Wang, Hanyin Cheng, Yang Shu, Jilin Hu, Chenjuan Guo, Aoying Zhou, Qingsong Wen, Christian S. Jensen, Bin Yang | 2024-10-15 | ArXiv | 1 | 28 |
visibility_off | Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts | X. Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin | 2024-09-24 | ArXiv | 3 | 9 |
visibility_off | Chronos: Learning the Language of Time Series | Abdul Fatir Ansari, Lorenzo Stella, Caner Turkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C. Maddix, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Yuyang Wang | 2024-03-12 | ArXiv | 88 | 18 |
visibility_off | Timer: Generative Pre-trained Transformers Are Large Time Series Models | Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long | 2024-02-04 | ArXiv, DBLP | 26 | 68 |
visibility_off | A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, J. Kalagnanam | 2022-11-27 | ArXiv | 789 | 35 |
visibility_off | FlexTSF: A Universal Forecasting Model for Time Series with Variable Regularities | Jing Xiao, Yile Chen, Gao Cong, Wolfgang Nejdl, Simon Gottschalk | 2024-10-30 | ArXiv | 0 | 7 |
visibility_off | HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting | Shubao Zhao, Ming Jin, Zhaoxiang Hou, Che-Sheng Yang, Zengxiang Li, Qingsong Wen, Yi Wang | 2024-01-10 | ArXiv, DBLP | 0 | 7 |
Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |