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⟩

Maryam Dehghan, José Henrique de M Goulart, André L. F. de Almeida. Low-Rank Multilinear Filtering. Digital Signal Processing, 2024, 153, pp.104646. ⟨10.1016/j.dsp.2024.104646⟩. ⟨hal-04699682⟩

Minh Hai Nguyen, François de Vieilleville, Pierre Weiss. DeepVibes: Correcting Micro-Vibrations in Satellite Imaging with Pushbroom Cameras. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-9. ⟨10.1109/TGRS.2024.3415372⟩. ⟨hal-04606597⟩

Léo Portales, Elsa Cazelles, Edouard Pauwels. On the sequential convergence of Lloyd's algorithms. 2024. ⟨hal-04593982v2⟩

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, May 2024, Wien, Austria. pp.1-29. ⟨hal-04464877⟩

Clément Cazorla, Renaud Morin, Pierre Weiss. Svetlana: a Supervised Segmentation Classifier for Napari. Scientific Reports, 2024, 14, ⟨10.1038/s41598-024-60916-8⟩. ⟨hal-03927879v3⟩

Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais. Plug-and-Play Split Gibbs Sampler: Embedding Deep Generative Priors in Bayesian Inference. IEEE Transactions on Image Processing, 2024, 33, pp.3496-3507. ⟨10.1109/TIP.2024.3404338⟩. ⟨hal-04602765⟩

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⟩

Pierre-Jean Bénard, Yann Traonmilin, Jean-François Aujol, Emmanuel Soubies. Estimation of off-the-grid sparse spikes with over-parametrized projected gradient descent: theory and application. Inverse Problems, 2024, 40 (5), ⟨10.1088/1361-6420/ad33e4⟩. ⟨hal-04220523⟩

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