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@@ -23,13 +23,6 @@ VisionTS++ is built upon continual pre-training of a vision model on large-scale
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  These innovations allow VisionTS++ to achieve state-of-the-art performance in both in-distribution and out-of-distribution forecasting, demonstrating that vision models can effectively generalize to Time Series Forecasting with appropriate adaptation.
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- <div align="center">
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- <img src="https://github.com/HALF111/VisionTSpp/blob/main/figures/teaser.png" style="width:80%;" />
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- </div>
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-
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- <div align="center">
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- <img src="https://github.com/HALF111/VisionTSpp/blob/main/figures/main_figure.png" style="width:100%;" />
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- </div>
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  ## Installation
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  These innovations allow VisionTS++ to achieve state-of-the-art performance in both in-distribution and out-of-distribution forecasting, demonstrating that vision models can effectively generalize to Time Series Forecasting with appropriate adaptation.
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  ## Installation
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