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Deep Convolutional Neural Networks Based on Semi-Discrete Frames

Deep Convolutional Neural Networks Based on Semi-Discrete Frames

21 April 2015
Thomas Wiatowski
Helmut Bölcskei
ArXiv (abs)PDFHTML

Papers citing "Deep Convolutional Neural Networks Based on Semi-Discrete Frames"

12 / 12 papers shown
Geometric Scattering on Measure Spaces
Geometric Scattering on Measure SpacesApplied and Computational Harmonic Analysis (ACHA), 2022
Joyce A. Chew
M. Hirn
Smita Krishnaswamy
Deanna Needell
Michael Perlmutter
H. Steach
Siddharth Viswanath
Hau‐Tieng Wu
GNN
708
23
0
17 Aug 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets
Manny Ko
Ujjawal K. Panchal
Héctor Andrade-Loarca
Andres Mendez-Vazquez
350
1
0
14 Aug 2022
Stability of the scattering transform for deformations with minimal
  regularity
Stability of the scattering transform for deformations with minimal regularity
F. Nicola
S. I. Trapasso
367
6
0
23 May 2022
Prevalence of Neural Collapse during the terminal phase of deep learning
  training
Prevalence of Neural Collapse during the terminal phase of deep learning training
Vardan Papyan
Xuemei Han
D. Donoho
649
813
0
18 Aug 2020
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Geometric Wavelet Scattering Networks on Compact Riemannian ManifoldsMathematical and Scientific Machine Learning (MSML), 2019
Michael Perlmutter
Feng Gao
Guy Wolf
M. Hirn
290
15
0
24 May 2019
On Lipschitz Bounds of General Convolutional Neural Networks
On Lipschitz Bounds of General Convolutional Neural Networks
Dongmian Zou
R. Balan
Maneesh Kumar Singh
254
58
0
04 Aug 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters
DCFNet: Deep Neural Network with Decomposed Convolutional Filters
Qiang Qiu
Xiuyuan Cheng
Robert Calderbank
Guillermo Sapiro
240
72
0
12 Feb 2018
Underwater object classification using scattering transform of sonar
  signals
Underwater object classification using scattering transform of sonar signals
N. Saito
David S. Weber
257
8
0
11 Jul 2017
Gabor frames and deep scattering networks in audio processing
Gabor frames and deep scattering networks in audio processing
Roswitha Bammer
M. Dörfler
Pavol Harar
307
8
0
27 Jun 2017
Lipschitz Properties for Deep Convolutional Networks
Lipschitz Properties for Deep Convolutional Networks
R. Balan
Maneesh Kumar Singh
Dongmian Zou
223
52
0
18 Jan 2017
PCANet: An energy perspective
PCANet: An energy perspective
Jiasong Wu
Shijie Qiu
Youyong Kong
Longyu Jiang
L. Senhadji
H. Shu
260
19
0
03 Mar 2016
A Mathematical Theory of Deep Convolutional Neural Networks for Feature
  Extraction
A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction
Thomas Wiatowski
Helmut Bölcskei
FAtt
380
390
0
19 Dec 2015
1
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