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e-poeta/README.md

Hey there, I'm Eleonora 👋

“In code we trust, but explanations help.”

💡 About Me

🎓 I'm currently a PhD student @ Politecnico di Torino, Italy researching Trustworthy AI, with a focus on:

  • 🧠 Concept-Based Explainability (XAI)
  • 🧬 Medical Image Segmentation
  • 📊 Robustness Evaluation in medical AI
  • 🎭 Fairness, Bias, Trust in AI

🛠 Projects I'm Cooking

  • 🧠 Evaluating XAI methods that go beyond saliency maps
  • 🧪 Making robust segmentation actually robust

⚡ Fun fact:

I had a previous GitHub life as @eleonorapoeta...
but a series of unfortunate coincidences separated our paths 💔 Let's just say... GitHub reincarnation is real, and this is my comeback tour. 🌈🎸

💬 Wanna collab? Let’s build something noteworthy!

Popular repositories Loading

  1. FairMedSeg FairMedSeg Public

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    This repository contains the complete pipeline for participating in the MAMA-MIA Challenge, focused on fair automatic breast tumor segmentation from DCE-MRI scans. Awarded Best Paper 🏅

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  3. MedOpenSeg MedOpenSeg Public

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    MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers. Accepted at BMVC 2025! 🥳

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  4. benchmarking-KAN benchmarking-KAN Public

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    This repository contains the official implementation of "A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data" (under review). You can use this codebase to replicate our experiments a…

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    Code for the paper "HydroChronos: Forecasting Decades of Surface Water Change". ACM SigSpatial 2025.

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  6. crop-field-segmentation-ukan crop-field-segmentation-ukan Public

    Forked from DarthReca/crop-field-segmentation-ukan

    Code for the paper "KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation". ECCV 2024 CVPPA Workshop

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