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Moreno D'Incà

2 accepted papers

2025

Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers

CVPR 2025poster

A person downloading a pre-trained model from the web should be aware of its biases. Existing approaches for bias identification rely on datasets containing labels for the task of interest, something that a non-expert may not have access to, or may not have the necessary resources to collect: this g…

2024

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

CVPR 2024highlight

Text-to-image generative models are becoming increasingly popular and accessible to the general public. As these models see large-scale deployments it is necessary to deeply investigate their safety and fairness to not disseminate and perpetuate any kind of biases. However existing works focus on de…