Training-set-free two-stage deep learning for spectroscopic data
de-noising

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Training-set-free two-stage deep learning for spectroscopic data de-noising

29 February 2024

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Papers citing "Training-set-free two-stage deep learning for spectroscopic data de-noising"

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Title
Removing grid structure in angle-resolved photoemission spectra via deep learning method Junde Liu Dongchen Huang Yi-Feng Yang Tian Qian 42 4 0 20 Oct 2022
$Weak-signal extraction enabled by deep-neural-network denoising of diffraction data$ Weak-signal extraction enabled by deep-neural-network denoising of diffraction data Jens Oppliger M. Denner J. Küspert R. Frison Qisi Wang ... M. Oda F. D. Natterer M. H. Fischer T. Neupert Johan Chang 40 7 0 19 Sep 2022
Denoising and feature extraction in photoemission spectra with variational auto-encoder neural networks F. Restrepo Junjing Zhao U. Chatterjee 44 6 0 14 Mar 2022
Deep learning-based statistical noise reduction for multidimensional spectral data Younsik Kim Dong-Han Oh S. Huh D. Song Sunbeom Jeong ... Byungmin Sohn Suyoung Lee Jounghoon Hyun Yeonghoon Lee Changyoung Kim 33 33 0 02 Jul 2021
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization Chong You Zhihui Zhu Qing Qu Yi-An Ma 31 42 0 16 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 568 42,677 0 03 Dec 2019
Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions Ioannis Panageas Georgios Piliouras 56 142 0 02 May 2016
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 143 1,059 0 06 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,357 0 11 Feb 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,145 0 20 Dec 2014