activity
20192024
most citedSurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold

4 citations · 6 across the 5 of their papers we have counts for

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Showing 2021Show all

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cs.CV2021

Co-domain Symmetry for Complex-Valued Deep Learning

Utkarsh Singhal, Yifei Xing, Stella X. Yu

We study complex-valued scaling as a type of symmetry natural and unique to complex-valued measurements and representations. Deep Complex Networks (DCN) extends real-valued algebra…