most citedIn What Ways Are Deep Neural Networks Invariant and How Should We Measure This?

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cs.LG2022★ 4 cited

In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?

Henry Kvinge, Tegan H. Emerson, Grayson Jorgenson +3

It is often said that a deep learning model is "invariant" to some specific type of transformation. However, what is meant by this statement strongly depends on the context in whic…