Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning

Yuxuan Bian; Xuan Ju; Jiangtong Li; Zhijian Xu; Dawei Cheng; Qiang Xu

2024 ICML ICML 2024

Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Yuxuan Bian, Xuan Ju, Jiangtong Li, Zhijian Xu, Dawei Cheng, Qiang Xu

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Types > Self-Supervised Learning Natural Language Processing > Resources & Methods > Large Language Models

Keywords

representation learning self-supervised learning time series large language model patch prediction forecasting

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