Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting

Siru Zhong; Weilin Ruan; Ming Jin; Huan Li; Qingsong Wen; Yuxuan Liang

2025 ICML ICML 2025

Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang

Topics

Artificial Intelligence > Core AI > Multimodal Learning Data Science & Analytics > Methods > Time Series Deep Learning > Learning Types > Multimodal Learning

Keywords

time series forecasting vision-language model multimodal embedding few-shot scenario pre-trained vlms retrieval-augmented learner

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