3 citations · 5 across the 5 of their papers we have counts for
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SkySeg: Collaborative Onboard Semantic Segmentation with Heterogeneous UAVs in the Wild
Anqi Lu, Yun Cheng, Youbing Hu +3
The demand for unmanned aerial vehicle (UAV)-based image acquisition and analysis has surged, with UAVs increasingly utilized for semantic segmentation tasks. To meet the real-time…
FocusDD: Real-World Scene Infusion for Robust Dataset Distillation
Youbing Hu, Yun Cheng, Olga Saukh +4
Dataset distillation has emerged as a strategy to compress real-world datasets for efficient training. However, it struggles with large-scale and high-resolution datasets, limiting…
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition
Youbing Hu, Yun Cheng, Anqi Lu +4
The Vision Transformer (ViT) excels in accuracy when handling high-resolution images, yet it confronts the challenge of significant spatial redundancy, leading to increased computa…
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator
Zhiqiang Cao, Zhijun Li, Pan Heng +3
As one of the basic tasks of computer vision, object detection has been widely used in many intelligent applications. However, object detection algorithms are usually heavyweight i…