709 citations
- Université Toulouse III - Paul SabatierFR432 papers
- Université Toulouse - Jean JaurèsFR332 papers
- Université Toulouse-I-CapitoleFR331 papers
- Institut Polytechnique de BordeauxFR326 papers
- Centre National de la Recherche ScientifiqueFR253 papers
- Université de ToulouseFR159 papers
- Institut National Polytechnique de ToulouseFR101 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR92 papers
- École Nationale Supérieure d'Électrotechnique, d'Électronique, d'Informatique, d'Hydraulique et des TélécommunicationsFR52 papers
- Institut national de recherche en sciences et technologies du numériqueFR26 papers
- Institut Universitaire de FranceFR19 papers
- Sorbonne UniversitéFR19 papers
663 papers
Energy-aware frugal Bayesian optimization
Gaston Plat, Paul Saves, Nathalie Bartoli +2
Modern design optimization frameworks aim first and foremost for models with the most accurate predictions without balancing computational overhead. It remains a reason why scaled…
FleetScape: A Mixed Reality Sandtable for Spatial Supervision and Control of Scalable Drone Fleets
Peisen Xu, Jérémie Garcia, Peter Cleveland +2
As autonomous drone deployments scale from individual units to coordinated swarms, the human operator's role shifts from direct piloting to high-level supervision. Current interfac…
Improving Ad-hoc Search Effectiveness for Conversational Information Retrieval via Model Merging
Ahmed Rayane Kebir, Jose G. Moreno, Lynda Tamine
Conversational information retrieval is challenging since it requires the consideration of the conversation history which potentially gives rise to topic shifts and coreference res…
LiST: Lipschitz Scaling Training for Robust and Calibrated Neural Networks
Arthur Chiron, Franck Mamalet, Thomas Massena +2
While accuracy, robustness, and calibration are all essential for reliable neural networks, they are often studied separately; developing models that satisfy all three simultaneous…
LipSSD: Lipschitz-Constrained Single-Shot Detection for Adversarially Robust Object Detection
Vincent Lébé, Yannick Prudent, Corentin Friedrich +3
Object detectors have many applications in safety-critical systems, but they are known to be sensitive to worst-case perturbations such as adversarial attacks, which limits their a…
SeqGPT: A Constrained Transformer Agent for the Inverse Design of Multi-Panel Composite Structures
Driss Chraibi, Alejandro García Pis, Stéphane Grihon +1
Optimizing composite stacking sequences to match continuous targets (e.g., Lamination or Buckling Parameters) with discrete manufacturing constraints represents a challenging combi…