Nguyen, M. H., de Vieilleville, F., & Weiss, P. (2024). DeepVibes: Correcting Microvibrations in Satellite Imaging With Pushbroom Cameras. IEEE Transactions on Geoscience and Remote Sensing, 62, 1–9.
Nguyen, M. H., & Weiss, P. (2024). Comparing Plug-and-Play and Unrolled networks. Pre-Print.
Nguyen, M. H., Pauwels, E., & Weiss, P. (2026). A Morse-Bott Framework for Blind Inverse Problems: Local Recovery Guarantees and the Failure of the MAP. https://arxiv.org/abs/2508.02923
Tachella, J., Terris, M., Hurault, S., Wang, A., Davy, L., Scanvic, J., Sechaud, V., Vo, R., Moreau, T., Davies, T., Chen, D., Laurent, N., Monroy, B., Dong, J., Hu, Z., Nguyen, M.-H., Sarron, F., Weiss, P., Escande, P., … Schramm, G. (2025). DeepInverse: A Python package for solving imaging inverse problems with deep learning. Journal of Open Source Software, 10(115), 8923. https://doi.org/10.21105/joss.08923
Nguyen, M. H., Do, Q. B., Pauwels, E., & Weiss, P. (2026). An analytic theory of convolutional neural network inverse problems solvers. Proceedings of the 43rd International Conference on Machine Learning (ICML). https://arxiv.org/abs/2601.10334