An intriguing failing of convolutional neural networks and the CoordConv solution

NeurIPS 2018

2019-10-10 15:01:48

Paper: https://arxiv.org/pdf/1807.03247.pdf 

Official TensorFlow Code: https://github.com/uber-research/coordconv 

Unofficial PyTorch Code: https://github.com/walsvid/CoordConv 

机器之心：卷积神经网络「失陷」，CoordConv 来填坑: https://zhuanlan.zhihu.com/p/39665894 

Uber提出CoordConv：解决普通CNN坐标变换问题: https://zhuanlan.zhihu.com/p/39919038 

要拯救CNN的CoordConv受嘲讽，翻译个坐标还用训练? https://zhuanlan.zhihu.com/p/39841356 

An intriguing failing of convolutional neural networks and the CoordConv solution

原文：https://www.cnblogs.com/wangxiaocvpr/p/11647148.html