Lorenzo Luzi
Lorenzo Luzi
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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 (4), 2018
Self-consuming generative models go mad
S Alemohammad, J Casco-Rodriguez, L Luzi, AI Humayun, H Babaei, ...
arXiv preprint arXiv:2307.01850, 2023
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), 2019
Subspace fitting meets regression: The effects of supervision and orthonormality constraints on double descent of generalization errors
Y Dar, P Mayer, L Luzi, R Baraniuk
International Conference on Machine Learning, 2366-2375, 2020
Boomerang: Local sampling on image manifolds using diffusion models
L Luzi, A Siahkoohi, PM Mayer, J Casco-Rodriguez, R Baraniuk
arXiv preprint arXiv:2210.12100, 2022
Acoustic firearm discharge detection and classification in an enclosed environment
L Luzi, E Gonzalez, P Bruillard, M Prowant, J Skorpik, M Hughes, S Child, ...
The Journal of the Acoustical Society of America 139 (5), 2723-2731, 2016
Evaluating generative networks using Gaussian mixtures of image features
L Luzi, CO Marrero, N Wynar, RG Baraniuk, MJ Henry
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
Double descent and other interpolation phenomena in gans
L Luzi, Y Dar, R Baraniuk
arXiv preprint arXiv:2106.04003, 2021
Frozen Overparameterization: A Double Descent Perspective on Transfer Learning of Deep Neural Networks
Y Dar, L Luzi, RG Baraniuk
arXiv preprint arXiv:2211.11074, 2022
Wearing a mask: Compressed representations of variable-length sequences using recurrent neural tangent kernels
S Alemohammad, H Babaei, R Balestriero, MY Cheung, AI Humayun, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
EMAT for Rapid Screening of Waste Storage Tanks
MS Good, SW Glass, L Luzi, AF Pardini, MR Larche, BJ Vazquez, ...
Proceedings of the ASNT Annual Conference 2015, 26-29, 2015
Inspection of Hanford’s Double-Shell Waste Tanks Using Electromagnetic Acoustic Transducers
MR Larche, L Luzi, AF Pardini, BJ Vazquez, JR Gunter, KD Boomer
ASNT 24th Research Symposium 2015, 59-63, 2015
Ensembles of generative adversarial networks for disconnected data
L Luzi, R Balestriero, RG Baraniuk
arXiv preprint arXiv:2006.14600, 2020
Resolution versus error for computational electron microscopy
L Luzi, A Stevens, H Yang, ND Browning
Microscopy and Microanalysis 23 (S1), 88-89, 2017
Nondestructive Measurements for Diagnostics of Advanced Reactor Passive Components
MS Prowant, G Dib, S Roy, L Luzi, P Ramuhalli
Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 2016
Removing Bias from Maximum Likelihood Estimation with Model Autophagy
P Mayer, L Luzi, A Siahkoohi, DH Johnson, RG Baraniuk
arXiv preprint arXiv:2405.13977, 2024
Overparameterization and double descent in PCA, GANs, and Diffusion models
L Luzi
Titan: Bringing the Deep Image Prior to Implicit Representations
L Luzi, D LeJeune, A Siahkoohi, S Alemohammad, V Saragadam, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Using Higher-Order Moments to Assess the Quality of GAN-generated Image Features
L Luzi, H Jenne, R Murray, CO Marrero
arXiv preprint arXiv:2310.20636, 2023
TITAN: Bringing The Deep Image Prior to Implicit Representations
D LeJeune, L Luzi, A Siahkoohi, S Alemohammad, V Saragadam, ...
arXiv preprint arXiv:2211.00219, 2022
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