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Jackpepito/README.md

👾 Hi, I'm Giacomo Capitani! 👾

🎮 About Me

I'm a PhD Student and AI researcher at AImageLab, Unimore, exploring topics such as:

  • ⚗️ Model Composition and Model Re-Basin
  • 🔄 Continual Learning
  • 🧩 Bias Mitigation

🛠️ Tech Stack

Languages:
Python C

ML Frameworks:
PyTorch PyTorch Lightning

Dev Tools:
VSCode Docker Slurm

Cloud Platforms:
GCP AWS

📖 Latest Papers

  • 📌 U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation (MICCAI 2025) (Code)
  • 📌 Update Your Transformer to the Latest Release: Re-Basin of Task Vectors (ICML 2025) (Code)
  • 📌 Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations (WACV 2025) (Code)
  • 📌 Beyond the Surface: Comprehensive Analysis of Implicit Bias in Vision-Language Models (ECCV Workshops 2024)
  • 📌 Clusterfix: A cluster-based debiasing approach without protected-group supervision (WACV 2024) (Code)

📚 Explore more on Google Scholar

💬 Let's Connect!

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  1. aimagelab/mammoth aimagelab/mammoth Public

    An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

    Python 716 124

  2. aimagelab/TransFusion aimagelab/TransFusion Public

    Official codebase of "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" - ICML 2025

    Python 14

  3. LucaLumetti/UNetTransplant LucaLumetti/UNetTransplant Public

    Repository for the paper "U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation" accepted @ MICCAI2025

    Python 26 1

  4. ClusterFix ClusterFix Public

    Official Implementation of ClusterFix (WACV 2024)

    Python 3