Eric W. Tramel
Eric W. Tramel
Machine Learning @ OWKIN
Verified email at owkin.com - Homepage
TitleCited byYear
Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C Chen, EW Tramel, JE Fowler
Asilomar Conference on Signals, Systems, and Computers, 2011
1932011
Block-Based Compressed Sensing of Images and Video
JE Fowler, S Mun, EW Tramel
Foundations and Trends in Signal Processing 4 (4), 297-416, 2012
1672012
Nearest regularized subspace for hyperspectral classification
W Li, EW Tramel, S Prasad, JE Fowler
IEEE Transactions on Geoscience and Remote Sensing 52 (1), 477-489, 2013
1602013
Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction
JE Fowler, S Mun, EW Tramel
European Signal Processing Conference (EUSIPCO), 564-568, 2011
1532011
Video Compressed Sensing with Multihypothesis
EW Tramel, JE Fowler
Data Compression Conference (DCC), 2011, 193-202, 2011
872011
Spectral–spatial preprocessing using multihypothesis prediction for noise-robust hyperspectral image classification
C Chen, W Li, EW Tramel, M Cui, S Prasad, JE Fowler
IEEE journal of selected topics in applied earth observations and remote …, 2014
712014
Swept Approximate Message Passing for Sparse Estimation
A Manoel, F Krzakala, EW Tramel, L Zdeborova
Proceedings of The 32nd International Conference on Machine Learning, 1123-1132, 2015
60*2015
Reconstruction of hyperspectral imagery from random projections using multihypothesis prediction
C Chen, W Li, EW Tramel, JE Fowler
IEEE Transactions on Geoscience and Remote Sensing 52 (1), 365-374, 2013
492013
Variational free energies for compressed sensing
F Krzakala, A Manoel, EW Tramel, L Zdeborová
2014 IEEE International Symposium on Information Theory, 1499-1503, 2014
432014
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy
M Gabrié, EW Tramel, F Krzakala
Advances in neural information processing systems, 640-648, 2015
312015
Compressed-sensing recovery of multiview image and video sequences using signal prediction
BP Maria Trocan, Eric W. Tramel, James E. Fowler
Multimedia Tools and Applications, 2013
30*2013
Compressed sensing of multiview images using disparity compensation
M Trocan, T Maugey, EW Tramel, JE Fowler, B Pesquet-Popescu
Image Processing (ICIP), 2010 17th IEEE International Conference on, 3345-3348, 2010
302010
Approximate message passing with restricted Boltzmann machine priors
EW Tramel, A Drémeau, F Krzakala
Journal of Statistical Mechanics: Theory and Experiment 2016 (7), 073401, 2016
262016
Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines
EW Tramel, A Manoel, F Caltagirone, M Gabrié, F Krzakala
2016 IEEE Information Theory Workshop (ITW), 265-269, 2016
192016
Deterministic and generalized framework for unsupervised learning with restricted boltzmann machines
EW Tramel, M Gabrié, A Manoel, F Caltagirone, F Krzakala
Physical Review X 8 (4), 041006, 2018
172018
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach
B Rajaei, EW Tramel, S Gigan, F Krzakala, L Daudet
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
162016
Classification and disease localization in histopathology using only global labels: A weakly-supervised approach
P Courtiol, EW Tramel, M Sanselme, G Wainrib
arXiv preprint arXiv:1802.02212, 2018
132018
Multistage compressed-sensing reconstruction of multiview images
M Trocan, T Maugey, EW Tramel, JE Fowler, B Pesquet-Popescu
Multimedia Signal Processing (MMSP), 2010 IEEE International Workshop on …, 2010
132010
Statistical physics, optimization, inference, and message-passing algorithms
F Ricci-Tersenghi, L Zdeborová, R Zecchina, EW Tramel, LF Cugliandolo
Oxford University Press, 2016
72016
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain
W Li, S Prasad, EW Tramel, JE Fowler, Q Du
2014 IEEE China Summit & International Conference on Signal and Information …, 2014
72014
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Articles 1–20