Ntumba Elie, Nsampi

I am a Ph.D. student at the Max Planck Institute For Informatics and Saarland University, where i am fortunate to be supervised by Dr. Thomas Leimkühler. Prior to joining MPI-INF i obtained a masters in Computer Science from Northwestern Polytechnical University where i was supervised by Professor Qing Wang.

Email  /  CV  /  Linkedin

I am broadly interested in Computer Vision, Computer Graphics and, Machine Learning. I am particularly interested in Problems at their Intersection.

We introduce an algorithm to perform efficient continuous convolution of neural fields.

A new framework, with the first image harmonization dataset that has shading variations.

We decompose the any-to-any relighting problem, into three sub-problems and propose three networks to solve each one independently.

We constrain a deep network to learn an exposure-invariant representation, such that images of different exposure degradation level result in the same representation.

We propose a shadow guidance network, which when plugged into an any-to-any relighting pipeline improves the quality of generated shadows.

Thanks to Jon Barron for the website template.
Last updated September 2023.