Publications


3520 documents

  • Michel Duprez, Vanessa Lleras, Alexei Lozinski, Vincent Vigon, Killian Vuillemot. Phi-FEM-FNO: a new approach to train a Neural Operator as a fast PDE solver for variable geometries. Communications in Nonlinear Science and Numerical Simulation, 2026, 152, pp.109131. ⟨10.1016/j.cnsns.2025.109131⟩. ⟨hal-04473794v3⟩
  • Paul Bastide, Arnaud Estoup, Jean-Michel Marin, Julien Stoehr. Estimating Marginal Likelihoods in Likelihood-Free Inference via Neural Density Estimation. 2025. ⟨hal-05344266⟩
  • Guillaume Le Mailloux, Paul Bastide, Jean-Michel Marin, Arnaud Estoup. Goodness of Fit for Bayesian Generative Models with Applications in Population Genetics. 2025. ⟨hal-05344254⟩
  • Ilyass Moummad. Audiocarnet - Deep Representation Learning from Unlabeled Bioacoustic Data. 2025. ⟨hal-05342505⟩
  • Matteo Contini, Victor Illien, Julien Barde, Sylvain Poulain, Serge Bernard, et al.. From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring. Ecological Informatics, 2025, 89, 103149 (16p.). ⟨10.1016/j.ecoinf.2025.103149⟩. ⟨hal-05105687⟩
  • Abel Yu Hao Chai, Kelly Li Zhen Jee, Sue Han Lee, Fei Siang Tay, Jules Vandeputte, et al.. Deep-Plant-Disease Dataset Is All You Need for Plant Disease Identification. ACM MM 2025 - 33. ACM International Conference on Multimedia, Oct 2025, Dublin, Ireland. pp.12578-12584, ⟨10.1145/3746027.3758192⟩. ⟨hal-05340010⟩
  • David Nortes Martínez, Frédéric Grelot, Pascal Finaud-Guyot, Pauline Bremond, Marie Arragon. Innovation in assessing property-level flood risk adaptation measures: insights from a coupled hydraulic-economic model at the building scale. 2025. ⟨hal-05334776⟩
  • Orlane Rossini, Meritxell Vinyals, Alice Cleynen, Benoîte de Saporta, Régis Sabbadin. Bayes-Adaptive Impulse Control of Piecewise-Deterministic Markov Processes. 2025. ⟨hal-05054392v2⟩
  • Eva Coindre, Romain Boulord, Laurine Chir, Virgilio Freitas, Maxime Ryckewaert, et al.. Robustness of high-throughput prediction of leaf ecophysiological traits using near infrared spectroscopy and poro-fluorometry. 2025. ⟨hal-05323445⟩
  • Benoit Daviet, Romain Fernandez, Llorenç Cabrera-Bosquet, Christophe Pradal, Christian Fournier. PhenoTrack3D: an automatic high-throughput phenotyping pipeline to track maize organs over time. 2025. ⟨hal-05323903⟩

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