| Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions C Chen, EW Tramel, JE Fowler Asilomar Conference on Signals, Systems, and Computers, 2011 | 235 | 2011 |
| 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 | 211 | 2012 |
| 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 | 193 | 2013 |
| Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction JE Fowler, S Mun, EW Tramel European Signal Processing Conference (EUSIPCO), 564-568, 2011 | 171 | 2011 |
| Video Compressed Sensing with Multihypothesis EW Tramel, JE Fowler Data Compression Conference (DCC), 2011, 193-202, 2011 | 112 | 2011 |
| 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 | 80 | 2014 |
| 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 | 72* | 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 | 58 | 2013 |
| Variational free energies for compressed sensing F Krzakala, A Manoel, EW Tramel, L Zdeborová 2014 IEEE International Symposium on Information Theory, 1499-1503, 2014 | 50 | 2014 |
| Training restricted Boltzmann machines via the Thouless-Anderson-Palmer free energy M Gabrié, EW Tramel, F Krzakala arXiv preprint arXiv:1506.02914, 2015 | 41 | 2015 |
| 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 | 34 | 2010 |
| 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 | 31 | 2016 |
| 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 | 31* | 2013 |
| 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 | 29 | 2018 |
| 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 | 25 | 2018 |
| 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 | 22 | 2016 |
| 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 | 19 | 2016 |
| 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 | 17 | 2010 |
| Statistical physics, optimization, inference, and message-passing algorithms F Ricci-Tersenghi, L Zdeborova, R Zecchina, EW Tramel, LF Cugliandolo Oxford University Press, 2016 | 15 | 2016 |
| Streaming Bayesian inference: theoretical limits and mini-batch approximate message-passing A Manoel, F Krzakala, EW Tramel, L Zdeborová 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 10 | 2017 |
James E. FowlerMississippi State UniversityVerified email at ece.msstate.edu
