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cs.CV2024
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable Attention
Zewen Du, Zhenjiang Hu, Guiyu Zhao +2
Feature upsampling is an essential operation in constructing deep convolutional neural networks. However, existing upsamplers either lack specific feature guidance or necessitate t…
cs.CV2024
Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images
Zewen Du, Zhenjiang Hu, Guiyu Zhao +2
Object detection in aerial images has always been a challenging task due to the generally small size of the objects. Most current detectors prioritize the development of new detect…