Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais. Normalizing flow sampling with Langevin dynamics in the latent space. Machine Learning, 2024, ⟨10.1007/s10994-024-06623-x⟩. ⟨hal-04710673⟩

Minh Hai Nguyen, Pierre Weiss. Comparing Plug-and-Play and Unrolled networks. 2024. ⟨hal-04703008⟩

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⟩

Xiao Zhang, Ismaël Cognard, Nicolas Dobigeon. A deep neural network to restore pulsar dynamic spectra corrupted by radio frequency interference. Software and Cyberinfrastructure for Astronomy VIII, Jun 2024, Yokohama, France. pp.131012J, ⟨10.1117/12.3018358⟩. ⟨hal-04710711⟩

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⟩

Alban Gossard, Pierre Weiss. Training Adaptive Reconstruction Networks for Blind Inverse Problems. SIAM Journal on Imaging Sciences, 2024, 17, ⟨https://doi.org/10.1137/23M1545628⟩. ⟨hal-03585120v5⟩

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⟩

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⟩