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Does deep learning always outperform simple linear regression in optical imaging?
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Does deep learning always outperform simple linear regression in optical imaging?

Shuming Jiao
Yang Gao
Jun Feng
T. Lei
Xiaocong Yuan
ArXiv (abs)PDFHTML

Papers citing "Does deep learning always outperform simple linear regression in optical imaging?"

6 / 6 papers shown
Title
Learning To Help: Training Models to Assist Legacy Devices
Learning To Help: Training Models to Assist Legacy Devices
Yu Wu
Anand Sarwate
73
1
0
24 Sep 2024
Domain knowledge-guided machine learning framework for state of health estimation in Lithium-ion batteries
Domain knowledge-guided machine learning framework for state of health estimation in Lithium-ion batteries
Andrea Lanubile
Pietro Bosoni
Gabriele Pozzato
A. Allam
Matteo Acquarone
Simona Onori
45
4
0
22 Sep 2024
Univariate Radial Basis Function Layers: Brain-inspired Deep Neural Layers for Low-Dimensional Inputs
Univariate Radial Basis Function Layers: Brain-inspired Deep Neural Layers for Low-Dimensional Inputs
Daniel Jost
Basavasagar Patil
Xavier Alameda-Pineda
Chris Reinke
43
0
0
07 Nov 2023
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
Julien Audibert
Pietro Michiardi
F. Guyard
Sébastien Marti
Maria A. Zuluaga
AI4TS
98
55
0
04 Apr 2022
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors
Ruibo Shang
Kevin Hoffer-Hawlik
Geoffrey P. Luke
64
14
0
10 Jan 2020
Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach
Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach
Uzair Nadeem
S. A. A. Shah
Bennamoun
R. Togneri
Ferdous Sohel
25
11
0
26 Mar 2018

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