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  1. Neural Networks in Trading: Injection of Global Information into Independent Channels (InjectTST)

    by , 05-08-2025 at 04:44 AM
    In recent years, Transformer-based architectures for multimodal time series forecasting have gained widespread popularity and are progressively becoming one of the most preferred models for time series analysis. Increasingly, models are utilizing independent channel approaches, where the model processes each channel sequence separately, without interacting with the others.
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  2. Neural Networks in Trading: Superpoint Transformer (SPFormer)

    by , 05-07-2025 at 06:44 PM
    Object segmentation is a complex scene understanding task aimed not only at detecting objects in a sparse point cloud but also at providing a precise mask for each object.
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