Vardan Papyan - Publications, H-index & Citations

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Vardan Papyan

Technion Israel Institute of Technology

16H-index

39Paper Count

1.4KCitation Count

Published Papers 5

Publication Date

Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video

SCIENTIFIC REPORTS

IF3.9

2022-05-17

OAAI

Pangal, Dhiraj J.; Kugener, Guillaume; Zhu, Yichao; Sinha, Aditya; Unadkat, Vyom; Cote, David J.; Strickland, Ben; Rutkowski, Martin; Hung, Andrew; Anandkumar, Animashree; Han, X. Y.; Papyan, Vardan; Wrobel, Bozena; Zada, Gabriel; Donoho, Daniel A.

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Prevalence of neural collapse during the terminal phase of deep learning training

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-09-21

171

OAAI

Papyan, Vardan; Han, X. Y.; Donoho, David L.

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Theoretical Foundations of Deep Learning via Sparse Representations A multilayer sparse model and its connection to convolutional neural networks

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2018-07-01

PREAI

Papyan, Vardan; Romano, Yaniv; Sulam, Jeremias; Elad, Michael

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Multimodal latent variable analysis

SIGNAL PROCESSING

IF3.6

2018-01-01

OAAI

Papyan, Vardan; Talmon, Ronen

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Multi-Scale Patch-Based Image Restoration

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2016-01-01

224

PREAI

Papyan, Vardan; Elad, Michael

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Research Directions