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Author

Jun-Jun Jiang

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2026

Hierarchical Progressive Distillation for Image Super-Resolution of Remote Sensing

Remote sensing image super-resolution (SR) fundamentally relies on effective feature representation learning. However, the existing methods that adopt mainstream architecture designs, such as transformer and state space model (SSM), are often restricted by two factors when dealing with the SR of remote sensing images....

Kang-Hui Zhao, Tao Lu, Jia-Ming Wang et al. · 0 citations
Preprint Sep 2026

S3VD: Semantic-Guidance Spatio-Temporal Scanning for Video Deraining

This work introduces S3VD, a Semantic-Guidance Spatio-Temporal Scanning framework for video deraining, featuring two key innovations: Multi-Scale Semantic Fusion (MSSF) Module and Spatio-Temporal Scanning Fusion (STSF) Module.

Kui Jiang, Yiang Chen, Yan Luo et al. · 0 citations
Sep 2026

VFC-Net: Point Cloud Completion via Voxel-Based Transformer

A novel framework, VFC-Net, which generates a uniformly distributed coarse point cloud to effectively guide dense reconstruction and introduces a lightweight VoxAttn module in both stages to efficiently capture missing geometric structures.

Guo-Qing Zhang, Wen-Bo Zhao, Yuan-Chao Bai et al. · 0 citations

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