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luigicapogrosso/README.md

Hi there, I am Luigi 👋

📌 I am a Postdoctoral Researcher at the Interdisciplinary Transformation University of Austria (IT:U), advised by Prof. Michele Magno.

🔬 I did my Ph.D. in Artificial Intelligence (Cum Laude) at the Polytechnic of Turin in collaboration with the University of Verona under the supervision of Prof. Marco Cristani and Prof. Franco Fummi.

🎓 I received my B.Sc. (2019) and M.Sc. (2021) at the University of Verona in Computer Science and Computer Engineering for Robotics and Smart Industry, respectively.

💻 I had the privilege of being a visiting scholar at the Istituto Superior Técnico, working with Prof. Mário A. T. Figueiredo.

📚 My research interests cover the broad area of learning, and the main topics I am currently working on can be grouped into the classes of efficient machine learning, learning-enabled cyber-physical systems, and representation learning.

📄 Check out all my publications on Google Scholar!

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  1. intelligolabs/MTL-Split intelligolabs/MTL-Split Public

    Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.

    Python 11 1

  2. intelligolabs/LO-SC intelligolabs/LO-SC Public

    Official implementation of the paper "LO-SC: Local-only Split Computing for Accurate Deep Learning on Edge Devices" accepted @ VLSI Design 2025.

    Python 4

  3. intelligolabs/DIAG intelligolabs/DIAG Public

    Official implementation of the paper "Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection" accepted @ CBMI 2024.

    Python 18

  4. intelligolabs/in_and_out intelligolabs/in_and_out Public

    Official implementation of the paper "Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection" accepted @ VISAPP 2024.

    Python 21 4

  5. HermesBDD HermesBDD Public

    Official implementation of the paper "HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package" accepted @ DDECS 2023.

    C++ 11 3

  6. Awesome-Split-Computing Awesome-Split-Computing Public

    A curated list of Split Computing & Early Exit papers and resources.

    3