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Eric W. Tramel
Eric W. Tramel
Director, ML Research @ Unlearn.ai
Dirección de correo verificada de unlearn.ai - Página principal
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Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C Chen, EW Tramel, JE Fowler
Asilomar Conference on Signals, Systems, and Computers, 2011
2552011
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
2242013
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
2242012
Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction
JE Fowler, S Mun, EW Tramel
European Signal Processing Conference (EUSIPCO), 564-568, 2011
1912011
Video Compressed Sensing with Multihypothesis
EW Tramel, JE Fowler
Data Compression Conference (DCC), 2011, 193-202, 2011
1222011
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
832014
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
80*2015
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
642018
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
642013
Variational free energies for compressed sensing
F Krzakala, A Manoel, EW Tramel, L Zdeborová
2014 IEEE International Symposium on Information Theory, 1499-1503, 2014
532014
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy
M Gabrié, EW Tramel, F Krzakala
Advances in neural information processing systems 28, 2015
472015
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
352016
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
342010
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
33*2013
Siloed federated learning for multi-centric histopathology datasets
M Andreux, JO Terrail, C Beguier, EW Tramel
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
282020
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
282018
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
252016
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
242016
Statistical Physics, Optimization, Inference, and Message-Passing Algorithms: Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013
F Krzakala, F Ricci-Tersenghi, L Zdeborova, EW Tramel, R Zecchina, ...
Oxford University Press, 2016
242016
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
182010
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Artículos 1–20