Simone Caldarella

Scholar / GitHub / Email / Resume

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Hi everybody šŸ––

I am a Ph.D. Student in Artificial Intelligence @ MHUG ā˜• (Trento, IT).
My advisors are Elisa Ricci, Massimiliano Mancini (UniTn) and Rahaf Aljundi (Toyota). Previously, I got my BSc at University of Brescia and MSc at University of Trento. In the meanwhile I did an internship at Toyota Motor Europe as Computer Vision researcher, an internship at SISLab as NLP Researcher and I’ve later worked as Data Scientist at Evoluzione Agency.

(My) life swings like a pendulum backward and forward between curiosity and procrastination. My main research revolves around Vision and Language, from privacy and leakages to knowledge and memorization. Check out below šŸ‘‡ some of my works.

Publications

  1. ICIAP
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    Incremental Object-Based Novelty Detection with Feedback Loop
    Simone Caldarella,Ā Elisa Ricci,Ā andĀ Rahaf Aljundi
    2025
  2. ECCV-W
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    The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models
    Simone Caldarella,Ā Massimiliano Mancini,Ā Elisa Ricci, and 1 more author
    2024
  3. ACL-W
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    Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps?
    Seyed Mahed Mousavi,Ā Simone Caldarella,Ā andĀ Giuseppe Riccardi
    2023
  4. ACL-W
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    Evaluation of Response Generation Models: Shouldn’t It Be Shareable and Replicable?
    Seyed Mahed Mousavi,Ā Gabriel Roccabruna,Ā Michela Lorandi, and 2 more authors
    In , 2022