Imad Eddine MAROUF

prof_pic.jpg

I am a PhD student at the Institut Polytechnique de Paris, specializing in the continual learning of deep learning models and parameter-efficient training methods. Under the supervision of Dr. Stéphane Lathuilière and Dr. Enzo Tartaglione at the LTCI Laboratory, Telecom Paris, my research delves into the development of efficient training approaches for large models and the application of continual learning principles to vision-language models.

Previously, I interned at the Computer Vision Center in Barcelona, working on continual learning for vision-language models under the supervision of Pr. Joost Van de Weijer. I hold a Master’s degree in Data & AI from Institut Polytechnique de Paris and an undergraduate degree in Computer Science and Electronics from Sorbonne Université.

I am actively seeking research internship opportunities in vision-language models, continual learning, or generative models for the year 2025. Feel free to contact me for collaboration or any research opportunities.

news

Oct 04, 2024 CoFiMA was presented as an Oral paper (Top 3%) at ECCV’24, Milan, Italy.
May 01, 2024 Started a research internship at Computer Vision Center (CVC) Lab in Barcelona, Spain, under the supervision of Joost van de Weijer.
Jan 03, 2023 Thrilled to share that my work MiMi will be presented at WACV 2024.

latest posts

Oct 14, 2024
Oct 14, 2024
Oct 14, 2024

Publications

  1. cofima_preview.png
    Weighted Ensemble Models Are Strong Continual Learners
    Imad Eddine Marouf, Subhankar Roy, Enzo Tartaglione, and 1 more author
    In European Conference on Computer Vision (ECCV) , 2024
  2. mimi_preview.png
    Mini but Mighty: Finetuning ViTs With Mini Adapters
    Imad Eddine Marouf, Enzo Tartaglione, and Stéphane Lathuilière
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , Jan 2024
  3. ttacil_preview.png
    Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation
    Imad Eddine Marouf, Subhankar Roy, Enzo Tartaglione, and 1 more author
    Jan 2024