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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hongwei Liu

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2 papers indexed here

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2026

Dynamic Decomposition Diffusion Model for Probabilistic Multivariate Time Series Forecasting

Accurate probabilistic forecasting of multivariate time series (MTS) is crucial for many real-world applications but remains challenging due to the inherent complexity and non-stationarity of these signals. To address these challenges, we propose the Dynamic Decomposition Diffusion Model (D3M), which integrates advance...

Yu-Xin Li, Ao Wang, Xin-Yue Hu et al. · 0 citations
2026

SV-DAPNet: An Enhanced Faster R-CNN Network for Object Detection in SAR Images

The synthetic aperture radar (SAR) object detection is crucial for military reconnaissance and environmental monitoring. However, the existing methods often struggle to maintain high accuracy in complex scenarios due to severe speckle noise, large variations in target scale, and similar feature interference. To address...

Ziheng Xia, Jinhua Wei, Wenjun Huo et al. · 0 citations

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