الباحثون

Qun Dai

المنشورات 2

نسخة أولية وصول مفتوح

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

Kanglin Qu, Pan Gao, Qun Dai وآخرون · 2026

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 …

نسخة أولية وصول مفتوح

HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling

Qun Dai, Liangjian Wen, Jiang Duan وآخرون · 2026

Self-supervised multimodal representation learning has achieved remarkable success across diverse domains, yet capturing synergistic information remains challenging due to the complexity of cross-modal interactions. Unlike the shared information across individual modalities, synergy arises when task-relevant signals em …

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