News
📄 Publications & Papers
Paper accepted at ICML 2026
- Distribution Alignment for One-Shot Federated Learning via Optimal Transport
paper accepted at ICPR 2026
- CutClean: Neural Network Pruning for Privacy-Preserving Inference
Two papers accepted at CVPR 2026
- Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models
- If you can describe it, they can see it: Cross-Modal Learning of Visual Concepts from Textual Descriptions (CVPR Findings)
Two papers accepted at WACV 2026
- How I Met Your Bias: Investigating Bias Amplification in Diffusion Models
- Lose Your Self (LoYS): An adversarial entropy-based unsupervised approach for model debiasing
Paper accepted at NeurIPS 2025
- Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing
🏛️ Organization & Service
Co-organizing Special Session at ISBI 2026
Safety and Reliability in Medical Imaging, London, United Kingdom
Co-organizing the 2nd FAILED Workshop at ICCV 2025
Fairness and ethics towards transparent AI: model #Debiasing
Honolulu, Hawaii, USA
Co-organized the 1st FAILED Workshop at ECCV 2024
🏅 Awards & Recognitions
- Area Chair – NeurIPS 2026
- Area Chair – ICML 2026
- Top Area Chair – ICML 2025
- Outstanding Reviewer – CVPR 2025
- Area Chair – ICML 2025
- Honorable Reviewer Mention – MICCAI 2024
🎓 Qualifications
- National Scientific Qualification – Associate Professor (Informatics)
- National Scientific Qualification – Associate Professor (Computer Engineering)
🚀 Open Positions
Join us in contributing to groundbreaking research in machine learning, computer vision, and interdisciplinary applications in medical, biological, and industrial fields.
🔍 PhD and Postdoc calls will be posted here.
👉 For other opportunities in MaLGa:
https://malga.unige.it/#open-positions
