Recent Publications


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Pré-publication, Document de travail
Daria Bystrova, Giovanni Poggiato, Julyan Arbel, Wilfried Thuiller
Latent factor models: a tool for dimension reduction in joint species distribution models
Pré-publication, Document de travail
Daria Bystrova, Julyan Arbel, Thibaud Rahier
Contributed comment on Article by Hahn, Murray, and Carvalho
Communication dans un congrès
Franck Iutzeler, Mathias Chastan, Auguste Lam
Unsupervised density based machine learning for abnormal leveling signatures detection
SPIE Advanced Lithography, Feb 2021, Online Only, United States. pp.51, ⟨10.1117/12.2581468⟩
Chapitre d'ouvrage
Souleymane Kadri, Valérie Perrier
No-slip and Free-slip divergence-free wavelets in three and higher dimension for the simulation of incompressible viscous flows
R. Deiterding; M.-O. Domingues; K. Schneider. Cartesian CFD Methods for Complex Applications, Springer, 2021, 978-3-030-61760-8. ⟨10.1007/978-3-030-61761-5_3⟩
Pré-publication, Document de travail
Daniele Bigoni, Youssef Marzouk, Clémentine Prieur, Olivier Zahm
Nonlinear dimension reduction for surrogate modeling using gradient information
Article dans une revue
Morgane Gerardin, Nicolas Holzschuch, Alain Ibanez, Bernard Schmitt, Pauline Martinetto
Influence of micro-structural features on the colour of nanocrystallised powders of hematite and visible-NIR reflectance spectra simulations
Journal of the international colour association, International Colour Association, AIC, 2021, 26, pp.41-48
Pré-publication, Document de travail
Florence Forbes, Hien Duy Nguyen, Trung Tin Nguyen, Julyan Arbel
Approximate Bayesian computation with surrogate posteriors
Pré-publication, Document de travail
Raphaël Berthier, Francis Bach, Nicolas Flammarion, Pierre Gaillard, Adrien Taylor
A Continuized View on Nesterov Acceleration
Sophie Thery
Numerical study of ocean-atmosphere coupling algorithms taking into account boundary layer parameterizations
Analyse numérique [cs.NA]. Université Grenoble Alpes [2020-..], 2021. Français. ⟨NNT : 2021GRALM003⟩
Pré-publication, Document de travail
Jean-Baptiste Durand, Florence Forbes, Cong Duc Phan, Long Truong, Hien D Nguyen, Fatoumata Dama
Bayesian nonparametric spatial prior for traffic crash risk mapping: a case study of Victoria, Australia
Article dans une revue
Vincent Leroy, Jean-Sébastien Franco, Edmond Boyer
Volume Sweeping: Learning Photoconsistency for Multi-View Shape Reconstruction
International Journal of Computer Vision, Springer Verlag, 2021, 129, pp.284-299. ⟨10.1007/s11263-020-01377-0⟩
Article dans une revue
Roland Hildebrand
Graph immersions with parallel cubic form
Differential Geometry and Applications, 2021, 74, pp.101700. ⟨10.1016/j.difgeo.2020.101700⟩
Article dans une revue
Julyan Arbel, Stefano Favaro
Approximating predictive probabilities of Gibbs-type priors
Sankhya A, Springer Verlag, 2021, 83, pp.496-519. ⟨10.1007/s13171-019-00187-y⟩
Article dans une revue
Victor Trappler, Élise Arnaud, Arthur Vidard, Laurent Debreu
Robust calibration of numerical models based on relative regret
Journal of Computational Physics, Elsevier, 2021, 426, pp.109952:1-19. ⟨10.1016/⟩
Article dans une revue
Franck Bourrier, David Toe, Bruna Garcia, Julien Baroth, Stéphane Lambert
Experimental investigations on complex block propagation for the assessment of propagation models quality
Landslides, Springer Verlag, 2021, 18 (2), pp.639-654. ⟨10.1007/s10346-020-01469-5⟩
Article dans une revue
Jean-Baptiste Keck, Georges-Henri Cottet, Eckart Meiburg, Iraj Mortazavi, Christophe Picard
Double-diffusive sedimentation at high Schmidt numbers: Semi-Lagrangian simulations
Physical Review Fluids, American Physical Society, 2021, 6 (2), pp.L022301. ⟨10.1103/PhysRevFluids.6.L022301⟩
Article dans une revue
Aude Maignan, Tony Scott
A Comprehensive Analysis of Quantum Clustering : Finding All the Potential Minima
International Journal of Data Mining & Knowledge Management Process, AIRCC Publishing Corporation, 2021, 11, pp.33 - 54. ⟨10.5121/ijdkp.2021.11103⟩
Article dans une revue
Florian Lemarié, Guillaume Samson, Jean-Luc Redelsperger, Hervé Giordani, Théo Brivoal, Gurvan Madec
A simplified atmospheric boundary layer model for an improved representation of air-sea interactions in eddying oceanic models: implementation and first evaluation in NEMO (4.0)
Geoscientific Model Development, European Geosciences Union, 2021, 14 (1), pp.543 - 572. ⟨10.5194/gmd-14-543-2021⟩
Chapitre d'ouvrage
Grégoire Allaire, Charles Dapogny, François Jouve
Shape and topology optimization
Andrea Bonito; Ricardo H. Nochetto. Geometric partial differential equations, part II, 22, 2021, Handbook of Numerical Analysis, ⟨10.1016/bs.hna.2020.10.004⟩
Anatole Gallouët, Quentin Merigot, Boris Thibert
A damped Newton algorithm for generated Jacobian equations
[Research Report] Université Grenoble Alpes; Université Paris Sud. 2021
Autre publication
Didier A. Girard
Nonparametric Curve Estimation by Kernel Smoothers under Correlated Errors
Chapitre d'ouvrage
Véronique Dansereau, Jérôme Weiss, Pierre Saramito
A continuum viscous-elastic-brittle, finite element DG model for the fracture and drift of sea ice
Challenges and Innovation in Geomechanics, 125, Springer, 2021, Lecture Notes in Civil Engineering, ⟨10.1007/978-3-030-64514-4_8⟩
Pré-publication, Document de travail
Philomène Le Gall, Anne-Catherine Favre, Philippe Naveau, Clémentine Prieur
Improved regional frequency analysis of rainfall data
Communication dans un congrès
Daria Bystrova, Julyan Arbel, Guillaume Kon Kam King, François Deslandes
Approximating the clusters' prior distribution in Bayesian nonparametric models
AABI 2020 - 3rd Symposium on Advances in Approximate Bayesian Inference, Jan 2021, Online, United States. pp.1-16
Communication dans un congrès
Guillaume Delorme, yutong Ban, Guillaume Sarrazin, Xavier Alameda-Pineda
ODANet: Online Deep Appearance Network for Identity-Consistent Multi-Person Tracking
ICPR 2021 - 25th International Conference on Pattern Recognition / Workshops, Jan 2021, Milano / Virtual, Italy. pp.803-818, ⟨10.1007/978-3-030-68780-9_60⟩
Communication dans un congrès
Avijit Dasgupta, C. V. Jawahar, Karteek Alahari
Context Aware Group Activity Recognition
ICPR 2020 - International Conference on Pattern Recognition, Jan 2021, Milan (Virtual), Italy. pp.10098-10105, ⟨10.1109/ICPR48806.2021.9412306⟩
Communication dans un congrès
Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda
CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4428-4435, ⟨10.1109/ICPR48806.2021.9412431⟩
Communication dans un congrès
Sylvain Guy, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4851-4856, ⟨10.1109/ICPR48806.2021.9412884⟩
Article dans une revue
Laurent Gilquin, Clémentine Prieur, Élise Arnaud, Herve Monod
Iterative estimation of Sobol’ indices based on replicated designs
Computational and Applied Mathematics, Springer Verlag, 2021, 40 (18), ⟨10.1007/s40314-020-01402-5⟩
Communication dans un congrès
Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation
WACV 2021 - IEEE Winter Conference on Applications of Computer vision, Jan 2021, Waikoloa, United States. pp.1-11