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

v1v2 (latest)

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

31 October 2019

ArXiv (abs)PDF HTML

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 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 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 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? 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 Ruibo Shang Kevin Hoffer-Hawlik Geoffrey P. Luke 69 14 0 10 Jan 2020
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 27 11 0 26 Mar 2018