Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation

Hang Gao, Xizhou Zhu, Steve Lin +1

Convolutional networks are not aware of an object's geometric variations, which leads to inefficient utilization of model and data capacity. To overcome this issue, recent works on…