News

  1. Nov 2026
    role

    CVPR 2027 — Area Chair

  2. Oct 2026
    paper

    WACV 2027 — Beyond the Generative Trilemma: Bias Amplification in Diffusion-GAN Hybrids

  3. Oct 2026
    paper

    WACV 2027 — PACER: Curriculum Self-Training with Spatial Uncertainty for Pseudo-Label Selection in Few-Shot Anatomical Landmark Detection

  4. Oct 2026
    award

    NeurIPS 2026 — Top Area Chair

  5. Sep 2026
    event

    ECCV 2026 — Co-organising the 3rd FAILED workshopFairness and ethics towards transparent AI — model debiasing. Malmö, Sweden.

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  6. Aug 2026
    paper

    ICPR 2026 — CutClean: Neural Network Pruning for Privacy-Preserving Inference

  7. Jul 2026
    paper

    ECCV 2026 — AracNet: Revealing Debiasing Signals across Layers with Shallow Monitors

  8. Jun 2026
    paper

    TMLR 2026 — VT-DUDA: Visual Token Conditioning for Diffusion-guided Unsupervised Domain Adaptation

  9. May 2026
    paper

    ICML 2026 — Distribution Alignment for One-Shot Federated Learning via Optimal Transport

  10. May 2026
    paper

    MICCAI 2026 — CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark DetectionEarly accept.

  11. Apr 2026
    event

    ISBI 2026 — Co-organised a special session on safety and reliability in medical imagingLondon, United Kingdom.

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  12. Mar 2026
    role

    NeurIPS 2026 — Area Chair

  13. Feb 2026
    paper

    CVPR 2026 — If you can describe it, they can see it: Cross-Modal Learning of Visual Concepts from Textual DescriptionsFindings track.

  14. Feb 2026
    paper

    CVPR 2026 — Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models

  15. Jan 2026
    role

    ICML 2026 — Area Chair

  16. Oct 2025
    paper

    WACV 2026 — Lose Your Self (LoYS): An Adversarial Entropy-Based Unsupervised Approach for Model Debiasing

  17. Oct 2025
    paper

    WACV 2026 — How I Met Your Bias: Investigating Bias Amplification in Diffusion Models

  18. Oct 2025
    event

    ICCV 2025 — Co-organised the 2nd FAILED workshopFairness and ethics towards transparent AI — model debiasing. Honolulu, Hawaii, USA.

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  19. Sep 2025
    event

    ICIAP 2025 — Co-organised the tutorial “A journey through model debiasing”

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  20. Sep 2025
    paper

    NeurIPS 2025 — Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing

    More
  21. Jul 2025
    award

    ICML 2025 — Top Area Chair

  22. Jun 2025
    award

    CVPR 2025 — Outstanding Reviewer

  23. May 2025
    paper

    TMLR 2025 — Say My Name: A Model's Bias Discovery Framework

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  24. Mar 2025
    role

    ICML 2025 — Area Chair

  25. Oct 2024
    paper

    WACV 2025 — Looking at Model Debiasing through the Lens of Anomaly Detection

  26. Oct 2024
    paper

    WACV 2025 — Self-Supervised Pre-Training with Diffusion Model for Few-Shot Landmark Detection in X-Ray Images

  27. Oct 2024
    award

    MICCAI 2024 — Honorable mention, reviewing

  28. Sep 2024
    event

    ECCV 2024 — Co-organised the 1st FAILED workshopFairness and ethics towards transparent AI — model debiasing. Milan, Italy.

    More

Qualifications

  • Italian National Scientific Qualification (ASN) as Associate Professor in Informatics
  • Italian National Scientific Qualification (ASN) as Associate Professor in Computer Engineering

Open positions

I am looking for PhD students and postdocs to work on machine learning and computer vision, with applications in medical, biological and industrial settings.

Open calls are posted here as they become available.

All open positions at MaLGa