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francescobaio/README.md

Hi there

Linkedin: francesco-baiocchi Visitor Badge

MSc student in Artificial Intelligence at the University of Bologna.

Some of my recent work and interests:

  • Open-set semantic segmentation, out-of-distribution detection for urban driving scenes.
  • Graph Neural Network architectures for sports analytics, with a focus on spatio-temporal modelling and explainability.
  • Typed and validated YAML configurations for machine learning projects, with dynamic object instantiation and experiment configuration.
  • Vision-Language Models for Document Understanding, with a focus on DocVQA, interpretability, visual grounding, and explainability. Currently part of my MSc thesis work in Paris.

📧 contact [at] francesco.baiocchi [dot] unibo
🌐 francescobaiocchi.eu

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  1. streethazards-open-set-segmentation streethazards-open-set-segmentation Public

    Open-set semantic segmentation on StreetHazards (anomaly / OOD detection for urban driving scenes)

    Jupyter Notebook 6

  2. SoccerAI SoccerAI Public

    Benchmarking Multiple GNNs for Predicting Whether a Soccer Action Ends in a Shot

    Python 2 1

  3. hiring_cv_bias hiring_cv_bias Public

    Resume Parsing Bias Detection Pipeline

    Jupyter Notebook

  4. NLP_Assignments NLP_Assignments Public

    Assignments in the realm of Natural Language Processing for Sexism Detection, developed as part of the NLP course at the University of Bologna.

    Jupyter Notebook 1

  5. alessioarcara/EzConfy alessioarcara/EzConfy Public

    Typed, validated YAML configs for ML projects - with automatic object instantiation. A lightweight alternative to Hydra.

    Python 5

  6. nix-darwin nix-darwin Public

    Forked from niccolozanotti/nix-darwin

    Nix