| 2022 | ICASSP | Semi-Supervised Gaussian Mixture Variational Autoencoder for Pulse Shape Discrimination. | Abdullah Abdulaziz, Jianxin Zhou, Angela Di Fulvio, Yoann Altmann, Stephen McLaughlin |
| 2022 | ICIP | Color Image Restoration in the Low Photon-Count Regime Using Expectation Propagation. | Dan Yao, Yoann Altmann, Stephen McLaughlin |
| 2021 | ICIP | Edge-Resolved Transient Imaging: Performance Analyses, Optimizations, and Simulations. | Charles Saunders, William Krska, Julin Tachella, Sheila W. Seidel, Joshua Rapp, John Murray-Bruce, Yoann Altmann, Steve McLaughlin, Vivek K. Goyal |
| 2020 | VCIP | Sparse Spectral Unmixing of Hyperspectral Images using Expectation-Propagation. | Zeng Li, Yoann Altmann, Jie Chen, Steve McLaughlin, Susanto Rahardja |
| 2019 | ICASSP | Expectation-propagation Algorithms for Linear Regression with Poisson Noise: Application to Photon-limited Spectral Unmixing. | Yoann Altmann, Alessandro Perelli, Mike E. Davies |
| 2019 | ICASSP | 3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. | Julin Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret |
| 2016 | ICASSP | Target detection for depth imaging using sparse single-photon data. | Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin |
| 2016 | ICASSP | A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. | Sbastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry |
| 2016 | ICIP | Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors. | Sbastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry |
| 2015 | ICASSP | Robust linear spectral unmixing using outlier detection. | Yoann Altmann, Steve McLaughlin, Alfred O. Hero III |
| 2014 | ICASSP | Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. | Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret |
| 2013 | ICASSP | A robust test for nonlinear mixture detection in hyperspectral images. | Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Jos Carlos M. Bermudez |
| 2012 | ICASSP | Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes. | Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret |
| 2011 | ICASSP | Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. | Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | IGARSS | Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares. | Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin |
| 2011 | IGARSS | A post nonlinear mixing model for hyperspectral images unmixing. | Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | IGARSS | Unmixing hyperspectral images using the generalized bilinear model. | Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret |