Really surprised convolution failed at this and that nobody reported it yet: "An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution" (with video!) . With
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
. et al. are back with a great paper and an awesome walk-through video: An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
Our exposition on An Intriguing Failing of Convnets and the CoordConv Solution has been accepted to #NIPS2018! Congrats to lead and team , , , , ! Summary and video at
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution via
Result from - "we expose and analyze a generic inability of CNNs to transform spatial representations between two different types: coordinates in (i, j) Cartesian space and coordinates in one-hot pixel space"