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# <b>Deformable Kernels</b> [[ICLR 2020]](https://arxiv.org/abs/1910.02940)
# <b>Deformable Kernels</b> [[ICLR 2020]](https://arxiv.org/abs/1910.02940) [[Website]](https://people.eecs.berkeley.edu/~hangg/deformable-kernels/)

<img src='http://people.eecs.berkeley.edu/~hangg/projects/deformable-kernels/resources/erf_visualization.png' width=1024>
<img src='http://people.eecs.berkeley.edu/~hangg/projects/deformable-kernels/materials/erf_visualization.png' width=1024>

**Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation** <br>
[Hang Gao<sup>*</sup>](http://people.eecs.berkeley.edu/~hangg/), Xizhou
Zhu<sup>*</sup>, Steve Lin, [Jifeng Dai](https://jifengdai.org/). <br>
[Hang Gao<sup>*</sup>](http://people.eecs.berkeley.edu/~hangg/), [Xizhou
Zhu<sup>*</sup>](https://scholar.google.com/citations?user=02RXI00AAAAJ&hl=en&oi=ao), [Steve Lin](https://scholar.google.com/citations?user=c3PYmxUAAAAJ&hl=en&oi=ao), [Jifeng Dai](https://jifengdai.org/). <br>
In [ICLR, 2020](https://arxiv.org/abs/1910.02940).

This repository contains official implementation of deformable kernels. <br>
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## (1) Customized operators

<img src='http://people.eecs.berkeley.edu/~hangg/projects/deformable-kernels/resources/dk_forward.png' width=768>
<img src='http://people.eecs.berkeley.edu/~hangg/projects/deformable-kernels/materials/dk_forward.png' width=768>

This repo includes all deformable kernel variants described in our paper, namely:

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