Learning Transformation Groups and their Invariants

By Taco Cohen, Max Welling. 2013

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Taco Cohen
2. Max Welling
3. David W. Romero
4. Yoshua Bengio
5. Maurice Weiler
6. Erik J. Bekkers
7. Daniel E. Worrall
8. Ruslan Salakhutdinov

Citations in the corpus

• Steerable CNNs (2016, methodology): “The rest of the training procedure is identical to Cohen & Welling (2016), and is fixed for all of our experiments. We first tested steerable CNNs that consist entirely of a single kind of capsule. We found that architectures with only one type do not perform very well (roughly 30-40% error, vs. 30%”