4 ms·
You made me think of the Margaret Thatcher Illusion, for which the best example I found was Dr. Phil Plait[0]. Funny thing, the idea of Capsule Networks (Hinton
by dr_zoidberg 8y ago
You made me think of the Margaret Thatcher Illusion, for which the best example I found was Dr. Phil Plait[0]. Funny thing, the idea of Capsule Networks (Hinton et al)[1, 2] seems to tackle some of these issues, though it's they're a bit young yet and more more work.
[0] https://www.opticalspy.com/opticals/dr-phil-plait-optical-illusion https://www.opticalspy.com/opticals/dr-phil-plait-optical-il...
[1] https://arxiv.org/abs/1710.09829 https://arxiv.org/abs/1710.09829
[2] https://hackernoon.com/what-is-a-capsnet-or-capsule-network-2bfbe48769cc https://hackernoon.com/what-is-a-capsnet-or-capsule-network-...
- fallingfrog 8y agoI think that convolutional networks are really mostly a way to address space shift invariance too; and I even wonder if the same job could be done by some special purpose code that just runs the underlying neural net with a bunch of different rotations of the same image. That's probably how they do it now.. I feel like that's probably close to the optimal approach.