Jin-Ju Wang, Nicolas Dobigeon, Marie Chabert, Ding-Cheng Wang, Ting-Zhu Huang, et al.. CD-GAN: A robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors. Information Fusion, 2024, 107, pp.102313. ⟨10.1016/j.inffus.2024.102313⟩. ⟨hal-04483118⟩

Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de M Goulart. Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model. ICLR 2024 - 12th International Conference on Learning Representations (ICLR 2024), May 2024, Wien, Austria. pp.1-29. ⟨hal-04464877⟩

Xiao Zhang, Ismaël Cognard, Nicolas Dobigeon. RFI-DRUnet: Restoring dynamic spectra corrupted by radio frequency interference—Application to pulsar observations. Astronomy and Computing, 2024, 47, pp.100822. ⟨10.1016/j.ascom.2024.100822⟩. ⟨hal-04537955⟩

Elhadji C. Faye, Mame Diarra Fall, Nicolas Dobigeon. Regularization by denoising: Bayesian model and Langevin-within-split Gibbs sampling. 2024. ⟨hal-04480090⟩

Marie-Claude Bal, François Baleux, Anne Berdoy, Carine Calastrenc, Nicolas Dobigeon, et al.. Inspecter les montagnes autrement (Année 2023) : Développement d’une nouvelle méthode d’approche archéologique des espaces d’altitude. Centre national de la recherche scientifique (CNRS). 2024. ⟨hal-04427294⟩

Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouamé, et al.. Automatic Tuning of Denoising Algorithms Parameters without Ground Truth. IEEE Signal Processing Letters, 2024, 31, pp.381 - 385. ⟨10.1109/LSP.2024.3354554⟩. ⟨hal-04344047⟩

Min Zhao, Jie Chen, Nicolas Dobigeon. AE-RED: A Hyperspectral Unmixing Framework Powered by Deep Autoencoder and Regularization by Denoising. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.5512115. ⟨10.1109/TGRS.2024.3377472⟩. ⟨hal-04528503⟩

Valentin Gilet, Guillaume Mabilleau, Matthieu Loumaigne, Laureen Coic, Raffaele Vitale, et al.. Superpixels meet essential spectra for fast Raman hyperspectral microimaging. Optics Express, 2023, 32 (1), pp.932. ⟨10.1364/OE.509736⟩. ⟨hal-04409250⟩

Alban Gossard, Pierre Weiss. Training Adaptive Reconstruction Networks for Blind Inverse Problems. 2023. ⟨hal-03585120v5⟩

Carine Calastrenc, François Baleux, Nicolas Poirier, Christine Rendu, Pierre Campmajo, et al.. Arqueo 2.0. Renovación metodológica de la prospección arqueológica de zonas de montaña. Treballs d'Arqueologia, 2023, Mètodes i tècniques per a l’arqueologia de muntanya: aplicacions en àmbits pirinencs, 26, pp.95-109. ⟨10.5565/rev/tda.153⟩. ⟨hal-04335772⟩