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Co-domain Symmetry for Complex-Valued Deep Learning

Co-domain Symmetry for Complex-Valued Deep Learning

2 December 2021
Utkarsh Singhal
Yifei Xing
Stella X. Yu
ArXivPDFHTML

Papers citing "Co-domain Symmetry for Complex-Valued Deep Learning"

7 / 7 papers shown
Title
Fully complex-valued deep learning model for visual perception
Fully complex-valued deep learning model for visual perception
Aniruddh Sikdar
Sumanth Udupa
Suresh Sundaram
17
2
0
14 Dec 2022
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued
  Models
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal
Stella X. Yu
Zackery Steck
Scott Kangas
Aaron A. Reite
13
3
0
21 Nov 2022
Vector Neurons: A General Framework for SO(3)-Equivariant Networks
Vector Neurons: A General Framework for SO(3)-Equivariant Networks
Congyue Deng
Or Litany
Yueqi Duan
A. Poulenard
Andrea Tagliasacchi
Leonidas J. Guibas
3DPC
111
315
0
25 Apr 2021
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
243
4,469
0
23 Jan 2020
A General Theory of Equivariant CNNs on Homogeneous Spaces
A General Theory of Equivariant CNNs on Homogeneous Spaces
Taco S. Cohen
Mario Geiger
Maurice Weiler
MLT
AI4CE
165
308
0
05 Nov 2018
Mean teachers are better role models: Weight-averaged consistency
  targets improve semi-supervised deep learning results
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
Antti Tarvainen
Harri Valpola
OOD
MoMe
261
1,275
0
06 Mar 2017
PointNet: Deep Learning on Point Sets for 3D Classification and
  Segmentation
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas J. Guibas
3DH
3DPC
3DV
PINN
222
14,103
0
02 Dec 2016
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