Publications



605 documents

  • Armand Foucault, Franck Mamalet, François Malgouyres. HadamRNN: Binary and Sparse Ternary Orthogonal RNNs. International Conference on Learning Representations (ICLR), Apr 2025, Singapour, Singapore. ⟨hal-04909805v3⟩
  • Antonio Peña Corredor, Clément Ernould, Jean-Marc Auger, Ludovic Barrière. Physically informed machine learning for the control of L-PBF processes. International Journal of Advanced Manufacturing Technology, 2025, ⟨10.1007/s00170-025-15507-w⟩. ⟨hal-05036230⟩
  • David Vigouroux, Joseba Dalmau, Louis Béthune, Victor Boutin. Deep Sturm–Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions. 2025. ⟨hal-04446268v2⟩
  • Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, et al.. An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. 2025. ⟨hal-04883528v2⟩
  • Ian Costa-Alves, Nicolas Gourdain, François Gallard, Anne Gazaix, Yri Amandine Kambiri, et al.. Numerical optimization of aviation decarbonization scenarios: balancing traffic and emissions with maturing energy carriers and aircraft technology. 2025. ⟨hal-05009103⟩
  • Zoé Borius, Antoine Débarre, Marc Singlard, Thierry Cutard, Aurélie Julian-Jankowiak. Lien procédé-microstructure-propriétés de composites oxyde/oxyde élaborés par imprégnation de mèches en continu. Journées annuelles 2025 du GFC, Groupe Français de Céramique (GFC), Mar 2025, Orléans, France. ⟨hal-05005042⟩
  • Luca Mossina, Corentin Friedrich. Conformal Prediction for Image Segmentation Using Morphological Prediction Sets. 2025. ⟨hal-04984192⟩
  • Sébastien Gerchinovitz. Some contributions to online learning, zeroth-order optimization, deep learning, and uncertainty quantification. Theory and applications to safety-critical systems.. Statistics [math.ST]. Université Toulouse 3 - Paul Sabatier, 2025. ⟨tel-05018123⟩
  • Philippe Cuenot, Quentin Bailleul. Evaluation of Time-Sensitive Networking for future centralized architecture. CESA 2025, SIA, Feb 2025, Paris, France. ⟨hal-04958002⟩
  • Thomas Massena, Léo Andéol, Thibaut Boissin, Corentin Friedrich, Franck Mamalet, et al.. Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. 2025. ⟨hal-04936823⟩
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