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Author

Vardan Papyan

Observed name: Papyan, Vardan
ORCID: 0000-0002-5028-2144
Observed ORCID: 0000-0002-5028-2144
OpenAlex ID: A5018100130
Prevalence of neural collapse during the terminal phase of deep learning training
2020 · Vardan Papyan, X. Y. Han, et al. · Proceedings of the National Academy of Sciences · 395
Multi-Scale Patch-Based Image Restoration
2015 · Vardan Papyan, Michael Elad · IEEE Transactions on Image Processing · 262
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding
2016 · Papyan, Vardan, Romano, Yaniv, et al. · arXiv (Cornell University) · 156
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Neural Proximal Gradient Descent for Compressive Imaging
2018 · Mardani, Morteza, Sun, Qingyun, et al. · arXiv (Cornell University) · 144
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Convolutional Dictionary Learning via Local Processing
2017 · Vardan Papyan, Yaniv Romano, et al. · IEEE International Conference on Computer Vision (ICCV) · 139
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Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding
2017 · Vardan Papyan, Jeremias Sulam, et al. · IEEE Transactions on Signal Processing · 126
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Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks
2018 · Vardan Papyan, Yaniv Romano, et al. · IEEE Signal Processing Magazine · 124
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning
2018 · Jeremias Sulam, Vardan Papyan, et al. · IEEE Transactions on Signal Processing · 120
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Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
2017 · Mardani, Morteza, Monajemi, Hatef, et al. · arXiv (Cornell University) · 41
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The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size
2018 · Papyan, Vardan · arXiv (Cornell University) · 39
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Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians
2019 · Papyan, Vardan · arXiv (Cornell University) · 35
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Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
2021 · Han, X. Y., Papyan, Vardan, et al. · arXiv (Cornell University) · 28
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Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video
2022 · Dhiraj J. Pangal, Guillaume Kugener, et al. · Scientific Reports · 26
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LLM Censorship: A Machine Learning Challenge or a Computer Security Problem?
2023 · Glukhov, David, Shumailov, Ilia, et al. · arXiv (Cornell University) · 19
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The Full Spectrum of Deep Net Hessians At Scale: Dynamics with Sample Size.
2018 · Vardan Papyan · arXiv (Cornell University) · 16
Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications
2022 · Guillaume Kugener, Dhiraj J. Pangal, et al. · JAMA Network Open · 14
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Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra
2020 · Papyan, Vardan · arXiv (Cornell University) · 14
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Working Locally Thinking Globally - Part II: Stability and Algorithms for Convolutional Sparse Coding
2016 · Papyan, Vardan, Sulam, Jeremias, et al. · arXiv (Cornell University) · 11
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Residual Alignment: Uncovering the Mechanisms of Residual Networks
2023 · Jianing Li, Vardan Papyan · neural information processing systems · 8
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AI and the Digitized Photoarchive
2021 · Ellen Prokop, X.Y. Han, et al. · Art Documentation Journal of the Art Libraries Society of North America · 6
Degrees of Freedom Analysis of Unrolled Neural Networks
2019 · Mardani, Morteza, Sun, Qingyun, et al. · arXiv (Cornell University) · 5
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Multimodal latent variable analysis
2017 · Vardan Papyan, Ronen Talmon · Signal Processing · 5
Chapter 1: Artificial Intelligence and Discovering the Digitized Photoarchive
2022 · X.Y. Han, Vardan Papyan, et al. · Digital humanities research · 4
Working Locally Thinking Globally - Part I: Theoretical Guarantees for Convolutional Sparse Coding
2016 · Papyan, Vardan, Sulam, Jeremias, et al. · arXiv (Cornell University) · 4
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Chapter 1: Artificial Intelligence and Discovering the Digitized Photoarchive
2022 · X.Y. Han, Vardan Papyan, et al. · Bielefeld University Press eBooks · 2
Works count: 44
Citation count: 1,743
H-index: 15
I10-index: 18
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