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Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep
  Learning

Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning

11 May 2024
Danilo Comminiello
Eleonora Grassucci
Danilo P. Mandic
A. Uncini
    HAI
    AI4CE
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Papers citing "Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning"

2 / 2 papers shown
Title
Generalizing Medical Image Representations via Quaternion Wavelet
  Networks
Generalizing Medical Image Representations via Quaternion Wavelet Networks
Luigi Sigillo
Eleonora Grassucci
A. Uncini
Danilo Comminiello
MedIm
25
5
0
16 Oct 2023
Beyond Fully-Connected Layers with Quaternions: Parameterization of
  Hypercomplex Multiplications with $1/n$ Parameters
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n1/n1/n Parameters
Aston Zhang
Yi Tay
Shuai Zhang
Alvin Chan
A. Luu
S. Hui
Jie Fu
MQ
166
83
0
17 Feb 2021
1