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· 2017

Deformable Convolutional Networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li et al.

Short summary

Deformable convolution and RoI pooling modules learn spatial offsets to adapt sampling locations, significantly improving object detection and semantic segmentation performance in deep CNNs.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science