Concepedia

Jeremias Sulam

JS

33

Publications

1.4K

Citations

19

H-Index

2014

Active since

Affiliations

Johns Hopkins University(Current)

Technion – Israel Institute of Technology

Johns Hopkins Medicine

University of Maryland, Baltimore

Stanford University

Jeremias Sulam is an author at Johns Hopkins University specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringMachine LearningDeep LearningData SciencePattern RecognitionComputer ScienceImage AnalysisComputer VisionMedical Image ComputingMachine Vision

Publications per year

2014–2024

33

Publications

33

Antibody structure prediction using interpretable deep learning

Jeffrey A. Ruffolo, Jeremias Sulam, Jeffrey J. Gray · Patterns · 2021 · 201 citations · Full text

Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks

Vardan Papyan, Yaniv Romano, Jeremias Sulam et al. · IEEE Signal Processing Magazine · 2018 · 126 citations

Data Representation, Engineering, Machine Learning +17

Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding

Vardan Papyan, Jeremias Sulam, Michael Elad · IEEE Transactions on Signal Processing · 2017 · 124 citations · Full text

Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

Jeremias Sulam, Vardan Papyan, Yaniv Romano et al. · IEEE Transactions on Signal Processing · 2018 · 123 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Trainlets: Dictionary Learning in High Dimensions

Jeremias Sulam, Boaz Ophir, Michael Zibulevsky et al. · IEEE Transactions on Signal Processing · 2016 · 95 citations · Full text

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