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hal-03715361v1  Conference papers
Mateus RivaPietro GoriFlorian YgerIsabelle Bloch. IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?
International Conference on Image Processing, Oct 2022, Bordeaux, France
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hal-03589245v2  Conference papers
Emanuele DalsassoLoïc DenisMax MuzeauFlorence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks
14th European Conference on Synthetic Aperture Radar (EUSAR), Jul 2022, Leipzig, Germany
hal-03701526v1  Conference papers
Mohammad FahesChristophe KervazoJérôme BobinFlorence Tupin. Unrolling PALM for sparse semi-blind source separation
International Conference on Learning Representations, Apr 2022, Remote conference, France
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hal-03628860v1  Conference papers
Rebeca VétilAlexandre BôneMarie-Pierre VulliermeMarc-Michel RohéPietro Gori et al.  Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors
IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
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tel-03666646v1  Theses
Emanuele Dalsasso. Deep learning for SAR imagery : from denoising to scene understanding
Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT008⟩
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tel-03606384v1  Theses
Arthur Ouaknine. Deep learning for radar data exploitation of autonomous vehicle
Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT007⟩
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ujm-03270455v2  Journal articles
Emanuele DalsassoLoïc DenisFlorence Tupin. As if by magic: self-supervised training of deep despeckling networks with MERLIN
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2022, 60
hal-03319157v1  Journal articles
Christophe KervazoNicolas GillisNicolas Dobigeon. Provably robust blind source separation of linear-quadratic near-separable mixtures
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2021, 14 (4), pp.1848-1889. ⟨10.1137/20M1382878⟩
hal-03325478v1  Conference papers
Isabelle BlochMarie-Jeanne Lesot. Vers une formulation floue des explications par contraste
Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Oct 2021, Paris, France
hal-03325477v1  Conference papers
Hugo OliveiraLarissa DiasSuely FerraciolliMarcelo TakahashiJosé Maciel et al.  Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs
Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado (virtual), Brazil
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hal-03324900v1  Conference papers
Arthur OuaknineAlasdair NewsonPatrick PérezFlorence TupinJulien Rebut. Multi-View Radar Semantic Segmentation
International Conference on Computer Vision (ICCV) 2021, Oct 2021, Montreal (virtual), Canada
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hal-03225754v1  Conference papers
Anton FrançoisPietro GoriJoan Glaunès. Metamorphic image registration using a semi-Lagrangian scheme
GSI2021 - Geometric Science of Information, Jul 2021, Paris, France
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ujm-03123042v1  Conference papers
Loïc DenisEmanuele DalsassoFlorence Tupin. A review of deep-learning techniques for SAR image restoration
IGARSS 2021, Jul 2021, Bruxelles (virtual), Belgium
hal-03204046v1  Conference papers
Hugo ThimonierJulien DespoisRobin KipsPerrot Matthieu. Learning Long-Term Style-Preserving Blind Video Temporal Consistency
IEEE International Conference on Multimedia and Expo, Jul 2021, Virtual, France