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cs.CV2025
Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
Haohua Dong, Ana Manzano Rodríguez, Camille Guinaudeau +1
Face gender classification models often reflect and amplify demographic biases present in their training data, leading to uneven performance across gender and racial subgroups. We…
cs.CV2025★ 1 cited
Summarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure
Théo Gigant, Camille Guinaudeau, Frédéric Dufaux
Vision-Language Models (VLMs) can process visual and textual information in multiple formats: texts, images, interleaved texts and images, or even hour-long videos. In this work, w…