Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation

2 code implementations • ICLR 2020 • Hang Gao, Xizhou Zhu, Steve Lin, Jifeng Dai

This is typically done by augmenting static operators with learned free-form sampling grids in the image space, dynamically tuned to the data and task for adapting the receptive field.

Image Classification Object +1