chcorbi.github.io - Charles Corbière’s page

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Postdoctoral Researcher at EPFL

I am a postdoctoral researcher in deep learning and computer vision at EPFL in the Visual Intelligence for Transportation (VITA) lab, advised by Prof. Alexandre Alahi . My research objective lies in advancing the state of AI by building learning systems that are robust, reliable and aligned with shared human values . In particular, I am currently investigating how to leverage the recent advances of LLMs in multimodal learning for autonomous driving applications.

Before joining EPFL, I completed my PhD thesis on robust deep learning for autonomous driving in March 2022 at Conservatoire National des Arts et Métiers and valeo.ai . I was fortunate to benefit from the supervision of Prof. Nicolas Thome and Dr. Patrick Pérez . Prior to my PhD, I worked as a computer vision engineer at Earthcube and as a research intern at Heuritech . I graduated from Master 2 Data Sciences at Ecole Polytechnique in 2017 and I obtained a master’s degree in computer science from Ecole Cent