Clément Jambon

I am currently studying at ETH Zürich, where I follow a master of science. Among the Computer Science Department, I am majoring in Visual and Interactive Computing and minoring in Machine Learning. Additionally, I am a fourth-year engineering student at École polytechnique in Paris.

I have just completed a five-month research internship at Inria Sophia-Antipolis in the GraphDeco team. There, I was supervised by George Drettakis and kindly advised by Georgios Kopanas, Stavros Diolatzis and Thomas Leimkühler. My work was mostly focused on point-based neural rendering and Neural Radiance Fields a.k.a. NeRF. This resulted in a contribution to another PhD's publication released at SIGGRAPH ASIA 2022 and a personal publication that will soon be submitted.

I am interested in computer vision, computer graphics and their connections with machine learning. Most notably, I am focusing on topics such as neural rendering, differentiable rendering and neural fields. Some of my recent interests also include neuro-symbolic AI and machine perception.

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Education
logo-ethz ETH Zürich
Department of Computer Science
Master of Science
Major in Visual and Interactive Computing
September 2022 - current
logo-polytechnique École polytechnique
Department of Computer Science
Postgraduate engineering degree
Major in Image, Vision and Learning
September 2019 - August 2023
Publications
Neural Point Catacaustics for Novel-View Synthesis of Reflections
Georgios Kopanas, Thomas Leimkühler, Gilles Reiner,
Clément Jambon, George Drettakis
SIGGRAPH ASIA, 2022
project page / pre-print / video

We introduce a new point-based representation to compute Neural Point Catacaustics allowing novel-view synthesis of scenes with curved reflectors, from a set of casually-captured input.


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