381 citations
- Institut national de recherche en sciences et technologies du numériqueFR8 papers
- Institut National des Sciences Appliquées de LyonFR7 papers
- Weill Cornell MedicineUS7 papers
- Centre Inria de l'Université Grenoble AlpesFR5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Institut Polytechnique de ParisFR4 papers
- Université Grenoble AlpesFR4 papers
- Massachusetts Institute of TechnologyUS3 papers
- WNET (United States)US3 papers
- California Institute of TechnologyUS2 papers
- Cornell UniversityUS2 papers
- IMT AtlantiqueFR2 papers
Showing 2023 · stat.MLShow all
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stat.ML2023★ 1 cited
Monte Carlo guided Diffusion for Bayesian linear inverse problems
Gabriel Cardoso, Yazid Janati El Idrissi, Sylvain Le Corff +1
Ill-posed linear inverse problems arise frequently in various applications, from computational photography to medical imaging. A recent line of research exploits Bayesian inference…
stat.ML2023
Variational latent discrete representation for time series modelling
Max Cohen, Maurice Charbit, Sylvain Le Corff
Discrete latent space models have recently achieved performance on par with their continuous counterparts in deep variational inference. While they still face various implementatio…