Author

Pan Gao

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Preprint Oct 2026

Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation

Synergistically capturing intricate local structures and global contextual dependencies has become a critical challenge in point cloud representation learning. To address this, we introduce PointLearner, a point cloud representation learning network that closely aligns with biological vision which employs an active, fo...

Kang-Lin Qu, Pan Gao, Qun Dai et al. · 1 citation