Les résultats scientifiques

53 documents

  • Ramzi Ben Mhenni, Mohamed Ibn Khedher, Stéphane Canu. Robustness of Neural Networks Based on MIP Optimization. 2023. ⟨hal-03978730⟩
  • Flora Dellinger, Raphaël Braud, Angelique Loesch. Données sans confiance n'est que ruine de l'IA. ActuIA, 2023, pp37-39, volume 10. ⟨hal-04078658⟩
  • Stéphane Burel, Adrian Evans, Lorena Anghel. Improving DNN fault tolerance in semantic segmentation applications. IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Oct 2022, Austin, United States. pp.1-6, ⟨10.1109/DFT56152.2022.9962354⟩. ⟨hal-03960998⟩
  • Juliette Mattioli, Agnes Delaborde, Souhaiel Khalfaoui, Freddy Lecue, Henri Sohier, et al.. Empowering the trustworthiness of ML-based critical systems through engineering activities. 2022. ⟨hal-03808323⟩
  • Eiji Kawasaki, Markus Holzmann. Data Subsampling for Bayesian Neural Networks. 2022. ⟨hal-04234512⟩
  • Rodolphe Gelin, Augustin Lemesle, Hatem Hajri. Rendre une IA robuste au bruit. ActuIA, 2022, pp24-25, volume 9. ⟨hal-04078652⟩
  • Martin Gonzalez, Thibault Defourneau, Hatem Hajri, Mihaly Petreczky. Realization Theory Of Recurrent Neural ODEs Using Polynomial System Embeddings. 2022. ⟨hal-03782520⟩
  • Mouhcine Mendil, Luca Mossina, Marc Nabhan, Kevin Pasini. Robust Gas Demand Forecasting With Conformal Prediction. 11th Symposium on Conformal and Probabilistic Prediction with Applications, Aug 2022, Brighton, United Kingdom. ⟨hal-03805276⟩
  • Adrien Le Coz, Stéphane Herbin, Faouzi Adjed. Leveraging generative models to characterize the failure conditions of image classifiers. The IJCAI-ECAI-22 Workshop on Artificial Intelligence Safety (AISafety 2022), Jul 2022, Vienna, Austria. ⟨hal-03797490⟩
  • Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. Benchmarking and deeper analysis of adversarial patch attack on object detectors. Workshop Artificial Intelligence Safety - AI Safety (IJCAI-ECAI conference), Jul 2022, Vienna, Austria. ⟨hal-03806714⟩