Olaf Witkowski

Permutation-equivariant neural networks applied to dynamics prediction

2016 · arXiv (Cornell University)

The introduction of convolutional layers greatly advanced the performance of neural networks on image tasks due to innately capturing a way of encoding and learning translation-invariant operations, matching one of the underlying symmetries of the …