SVTime: Small Time Series Forecasting Models Informed by "Physics" of Large Vision Model Forecasters

arXiv — cs.LGMonday, November 3, 2025 at 5:00:00 AM
The recent development of SVTime, a small time series forecasting model, highlights a significant advancement in AI technology. By leveraging the principles of larger vision models, SVTime offers a more efficient and sustainable approach to time series analysis. This is particularly important as the demand for AI solutions grows, raising concerns about the environmental impact of large models. SVTime not only addresses these sustainability issues but also enhances performance for specific tasks, making it a promising tool for future applications.
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