Andrew Stevens

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Nigel D BrowningProfessor of Materials Science, University of LiverpoolVerified email at liverpool.ac.uk
Libor KovarikPacific Northwest National LaboratoryVerified email at pnnl.gov
B. Layla MehdiAssistant Professor and Associate Director of Albert Crewe Centre, University ofVerified email at pnnl.gov
Andrey LiyuPacific Northwest National LaboratoryVerified email at pnnl.gov
Xin YuanBell Labs, Duke University, Hong Kong Polytechnic UniversityVerified email at bell-labs.com
Yunchen PuResearch Scientist, FacebookVerified email at fb.com
Hao YangLawrence Berkeley National LaboratoryVerified email at lbl.gov
Chunyuan LiSenior Researcher @ Microsoft Research, RedmondVerified email at microsoft.com
Zhe GanSenior Researcher, MicrosoftVerified email at microsoft.com
Patricia AbellanCNRS researcher (tenured) at Institute of Materials Jean Rouxel (IMN), University of NantesVerified email at cnrs-imn.fr
Michael GehmProfessor of Electrical and Computer Engineering, Duke UniversityVerified email at duke.edu
Ricardo HenaoDuke UniversityVerified email at duke.edu
Karl MuellerPacific Northwest National LaboratoryVerified email at pnnl.gov
Lisa BramerResearch Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Bryan StanfillAlconVerified email at alcon.com
Omar FarhaDepartment of Chemistry, Northwestern UniversityVerified email at northwestern.edu
Ilke ArslanCenter for Nanoscale Materials, Argonne National LaboratoryVerified email at anl.gov
Chiwoo ParkFlorida State UniversityVerified email at fsu.edu
Chen ChangyouAssistant Professor at University at BuffaloVerified email at buffalo.edu
Rowan LearyUniversity of CambridgeVerified email at cam.ac.uk

Andrew Stevens

Chief Scientist, OptimalSensing

Verified email at optimalsensing.com - Homepage

Machine Learning Compressive Sensing Image Analysis Microscopy


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Variational autoencoder for deep learning of images, labels and captions Y Pu, Z Gan, R Henao, X Yuan, C Li, A Stevens, L Carin arXiv preprint arXiv:1609.08976, 2016	475	2016
The potential for Bayesian compressive sensing to significantly reduce electron dose in high-resolution STEM images A Stevens, H Yang, L Carin, I Arslan, ND Browning Microscopy 63 (1), 41-51, 2014	123	2014
Implementing an accurate and rapid sparse sampling approach for low-dose atomic resolution STEM imaging L Kovarik, A Stevens, A Liyu, ND Browning Applied Physics Letters 109, 2016	74	2016
Bridging zirconia nodes within a metal–organic framework via catalytic Ni-hydroxo clusters to form heterobimetallic nanowires AE Platero-Prats, AB League, V Bernales, J Ye, LC Gallington, A Vjunov, ... Journal of the American Chemical Society 139 (30), 10410-10418, 2017	53	2017
Applying compressive sensing to TEM video: a substantial frame rate increase on any camera A Stevens, L Kovarik, P Abellan, X Yuan, L Carin, ND Browning Advanced Structural and Chemical Imaging 1 (1), 1-20, 2015	53	2015
A Sub-Sampled Approach to Extremely Low-Dose STEM A Stevens, L Luzi, H Yang, L Kovarik, BL Mehdi, A Liyu, ME Gehm, ... Applied Physics Letters 112, 043104, 2018	50	2018
A deep generative deconvolutional image model Y Pu, W Yuan, A Stevens, C Li, L Carin Artificial Intelligence and Statistics, 741-750, 2016	47	2016
The impact of Li grain size on coulombic efficiency in Li batteries BL Mehdi, A Stevens, J Qian, C Park, W Xu, WA Henderson, JG Zhang, ... Scientific reports 6, 34267, 2016	45	2016
Learning weight uncertainty with stochastic gradient mcmc for shape classification C Li, A Stevens, C Chen, Y Pu, Z Gan, L Carin Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	35	2016
TEM phase contrast imaging with image plane phase grating AJ Stevens, L Kovarik, ND Browning US Patent 10,170,274, 2019	18	2019
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis. A Stevens, Y Pu, Y Sun, G Spell, L Carin Artificial Intelligence and Statistics, 121-129, 2017	16	2017
Compressive transmission microscopy AJ Stevens, L Kovarik, ND Browning, AV Liyu, X Yuan, L Carin US Patent 10,224,175, 2019	15*	2019
Electron beam masks for compressive sensors AJ Stevens, L Kovarik, ND Browning, AV Liyu US Patent 10,109,453, 2018	15*	2018
Subsampled STEM-ptychography A Stevens, H Yang, W Hao, L Jones, C Ophus, PD Nellist, ND Browning Appl. Phys. Lett. 113, 033104, 2018	15	2018
Device and system for the automatic control of a helicopter M Salesse-Lavergne US Patent 6,691,950, 2004	15	2004
Single-shot memory-effect video X Li, A Stevens, JA Greenberg, ME Gehm Scientific reports 8 (1), 1-8, 2018	12	2018
Automated point mapping for building control systems: Recent advances and future research needs W Wang, MR Brambley, W Kim, S Somasundaram, AJ Stevens Automation in Construction 85, 107-123, 2018	11	2018
Practical implementation of compressive sensing for high resolution STEM D Mucke-Herzberg, P Abellan, MC Sarahan, IS Godfrey, Z Saghi, ... Microscopy and Microanalysis 22 (S3), 558-559, 2016	11	2016
Controlling the spatio-temporal dose distribution during STEM imaging by subsampled acquisition: In-situ observations of kinetic processes in liquids BL Mehdi, A Stevens, L Kovarik, N Jiang, H Mehta, A Liyu, S Reehl, ... Applied Physics Letters 115 (6), 063102, 2019	10	2019
Compressive STEM-EELS A Stevens, L Kovarik, H Yang, Y Pu, L Carin, ND Browning Microscopy and Microanalysis 22 (S3), 560-561, 2016	8	2016

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