Sébastien Fournier

Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion

Multimodal AI models are increasingly used in fields like healthcare, finance, and autonomous driving, where information is drawn from multiple sources or modalities such as images, texts, audios, videos. However, effectively managing uncertainty—arising from noise, insufficient evidence, or conflic…