Jary Pomponi

Sapienza, University of Rome, Rome, Italy

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I took my bachelor degree in Computer Science at Sapienza, University of Rome, and Master Degree in Artificial Intelligence and Robotics in the same university. After obtaining the degree, I started the PhD in the ISPAMM Lab, supervised by Simone Scardapane. I obtained the PhD in 2023, researching mainly in the fields of Continual Learning and model Robustness.

Currently, I am a Post-Doc researcher in the same Lab, focussing mainly on Continual Learning, Robustness, and Semantic Communication.

news

Mar 16, 2024 We published a tutorial about Conditional Computation on Neural Networks! Check it out here.
Feb 05, 2024 Back into the Continual Learning game! We propose a new approach to fight Catastrophic Forgetting in Class Incremental learning scenarios! We propose a new head and a novel regularisation schema. Official code is also available. Check the paper here.
Jan 25, 2024 Our new paper is out! We used Neural Architectural Search algorithms to find the best position for Early Exit branches! In order to create efficent models, these algorithms have constraints that the produced networks must stastify. Check the paper here.

selected publications

  1. Jary PomponiSimone Scardapane ,  and  Aurelio Uncini
    Transactions on Machine Learning Research, 2022
  2. Jary PomponiSimone Scardapane ,  and  Aurelio Uncini
    In 2022 International Joint Conference on Neural Networks (IJCNN) , 2022
  3. Vincenzo Lomonaco ,  Lorenzo Pellegrini ,  Andrea Cossu ,  Antonio Carta ,  Gabriele Graffieti , and 6 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2021
  4. Jary PomponiAlessio Devoto ,  and  Simone Scardapane
    2024