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Lorenzo Luzi
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Overfreezing Meets Overparameterization: A Double Descent Perspective on Transfer Learning of Deep Neural Networks


Nov 20, 2022
Yehuda Dar, Lorenzo Luzi, Richard G. Baraniuk

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TITAN: Bringing The Deep Image Prior to Implicit Representations


Nov 01, 2022
Daniel LeJeune, Lorenzo Luzi, Ali Siahkoohi, Sina Alemohammad, Vishwanath Saragadam, Hossein Babaei, Naiming Liu, Zichao Wang, Richard G. Baraniuk

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* 6 pages, 4 figures 
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NFT-K: Non-Fungible Tangent Kernels


Oct 11, 2021
Sina Alemohammad, Hossein Babaei, CJ Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard G. Baraniuk

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Evaluating generative networks using Gaussian mixtures of image features


Oct 08, 2021
Lorenzo Luzi, Carlos Ortiz Marrero, Nile Wynar, Richard G. Baraniuk, Michael J. Henry

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Double Descent and Other Interpolation Phenomena in GANs


Jun 07, 2021
Lorenzo Luzi, Yehuda Dar, Richard Baraniuk

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Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels


Oct 27, 2020
Sina Alemohammad, Hossein Babaei, Randall Balestriero, Matt Y. Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G. Baraniuk

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Ensembles of Generative Adversarial Networks for Disconnected Data


Jun 25, 2020
Lorenzo Luzi, Randall Balestriero, Richard G. Baraniuk

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Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors


Feb 25, 2020
Yehuda Dar, Paul Mayer, Lorenzo Luzi, Richard G. Baraniuk

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