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On an Interpretation of ResNets via Solution Constructions

On an Interpretation of ResNets via Solution Constructions

12 December 2022
Changcun Huang
ArXivPDFHTML

Papers citing "On an Interpretation of ResNets via Solution Constructions"

9 / 9 papers shown
Title
Universal Solutions of Feedforward ReLU Networks for Interpolations
Universal Solutions of Feedforward ReLU Networks for Interpolations
Changcun Huang
59
2
0
16 Aug 2022
On a Mechanism Framework of Autoencoders
On a Mechanism Framework of Autoencoders
Changcun Huang
13
4
0
15 Aug 2022
Theoretical Exploration of Solutions of Feedforward ReLU Networks
Theoretical Exploration of Solutions of Feedforward ReLU Networks
Changcun Huang
41
4
0
24 Jan 2022
ResNet with one-neuron hidden layers is a Universal Approximator
ResNet with one-neuron hidden layers is a Universal Approximator
Hongzhou Lin
Stefanie Jegelka
105
228
0
28 Jun 2018
Neural Ordinary Differential Equations
Neural Ordinary Differential Equations
T. Chen
Yulia Rubanova
J. Bettencourt
David Duvenaud
AI4CE
414
5,111
0
19 Jun 2018
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
701
131,652
0
12 Jun 2017
Identity Mappings in Deep Residual Networks
Identity Mappings in Deep Residual Networks
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
354
10,184
0
16 Mar 2016
Deep Residual Learning for Image Recognition
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
2.2K
194,020
0
10 Dec 2015
Highway Networks
Highway Networks
R. Srivastava
Klaus Greff
Jürgen Schmidhuber
181
1,771
0
03 May 2015
1