Jeremias Sulam
Jeremias Sulam
Assistant Professor, BME, Johns Hopkins University
Verified email at - Homepage
Cited by
Cited by
Convolutional dictionary learning via local processing
V Papyan, Y Romano, J Sulam, M Elad
Proceedings of the IEEE International Conference on Computer Vision, 5296-5304, 2017
Working locally thinking globally: Theoretical guarantees for convolutional sparse coding
V Papyan, J Sulam, M Elad
IEEE Transactions on Signal Processing 65 (21), 5687-5701, 2017
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning
J Sulam, V Papyan, Y Romano, M Elad
IEEE Transactions on Signal Processing 66 (15), 4090-4104, 2018
Trainlets: Dictionary Learning in High Dimensions
J Sulam, B Ophir, M Zibulevsky, M Elad
IEEE Transactions on Signal Processing, 2016
Theoretical foundations of deep learning via sparse representations: A multilayer sparse model and its connection to convolutional neural networks
V Papyan, Y Romano, J Sulam, M Elad
IEEE Signal Processing Magazine 35 (4), 72-89, 2018
Expected patch log likelihood with a sparse prior
J Sulam, M Elad
International Workshop on Energy Minimization Methods in Computer Vision and …, 2015
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks
J Sulam, A Aberdam, A Beck, M Elad
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
Image Denoising Through Multi-Scale Learnt Dictionaries
J Sulam, B Ophir, M Elad
IEEE International Conference on Image Processing ICIP, 2014
A local block coordinate descent algorithm for the CSC model
E Zisselman, J Sulam, M Elad
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Large inpainting of face images with trainlets
J Sulam, M Elad
IEEE signal processing letters 23 (12), 1839-1843, 2016
Multi-layer sparse coding: The holistic way
A Aberdam, J Sulam, M Elad
SIAM Journal on Mathematics of Data Science 1 (1), 46-77, 2019
Conformal symplectic and relativistic optimization
G França, J Sulam, DP Robinson, R Vidal
Journal of Statistical Mechanics: Theory and Experiment 2020 (12), 124008, 2020
Dynamical system classification with diffusion embedding for ECG-based person identification
J Sulam, Y Romano, R Talmon
Signal Processing 130, 403-411, 2017
Deep learning in protein structural modeling and design
W Gao, SP Mahajan, J Sulam, JJ Gray
Patterns, 100142, 2020
Classifying medical images using deep convolution neural network (CNN) architecture
R Ben-Ari, P Kisilev, J Sulam
US Patent 10,650,286, 2020
Adversarial noise attacks of deep learning architectures: Stability analysis via sparse-modeled signals
Y Romano, A Aberdam, J Sulam, M Elad
Journal of Mathematical Imaging and Vision, 1-15, 2019
Maximizing AUC with Deep Learning for Classification of Imbalanced Mammogram Datasets.
J Sulam, R Ben-Ari, P Kisilev
VCBM, 131-135, 2017
Variations on the convolutional sparse coding model
I Rey-Otero, J Sulam, M Elad
IEEE Transactions on Signal Processing 68, 519-528, 2020
Mmse approximation for sparse coding algorithms using stochastic resonance
D Simon, J Sulam, Y Romano, YM Lu, M Elad
IEEE Transactions on Signal Processing 67 (17), 4597-4610, 2019
Gaussian mixture diffusion
J Sulam, Y Romano, M Elad
2016 IEEE International Conference on the Science of Electrical Engineering …, 2016
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