1 citations · 2 across the 6 of their papers we have counts for
6 papers
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…
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…
Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics
Théo Gigant, Camille Guinaudeau, Marc Decombas +1
Automatic metrics are used as proxies to evaluate abstractive summarization systems when human annotations are too expensive. To be useful, these metrics should be fine-grained, sh…
Cross-modal Retrieval for Knowledge-based Visual Question Answering
Paul Lerner, Olivier Ferret, Camille Guinaudeau
Knowledge-based Visual Question Answering about Named Entities is a challenging task that requires retrieving information from a multimodal Knowledge Base. Named entities have dive…
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering
Paul Lerner, Olivier Ferret, Camille Guinaudeau
We present a new pre-training method, Multimodal Inverse Cloze Task, for Knowledge-based Visual Question Answering about named Entities (KVQAE). KVQAE is a recently introduced task…
A Scalable Video Search Engine Based on Audio Content Indexing and Topic Segmentation
Julien Lawto, Jean-Luc Gauvain, Lori Lamel +5
One important class of online videos is that of news broadcasts. Most news organisations provide near-immediate access to topical news broadcasts over the Internet, through RSS str…