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Xiao-Kang Wang

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Jul 2026

VLT: A Vision-Language-Time Series Multimodal Foundation Model for Industrial Intelligence

This work proposes VLT, a multimodal foundation model that jointly models time-series, frequency-spectrum visual representations, and textual knowledge, and demonstrates that VLT outperforms state-of-the-art methods, achieving superior robustness and generalization under few-shot, noisy, and incomplete-modality setting...

Hai-Teng Wang, Jing Yan, Xiao-Kang Wang et al. · 0 citations

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