Assistant HES, MsC student GSEM UNIGE|
Marc Desaules joined the DMML group in 2020. He holds a Master in Microengineering with a focus on Micro- and Nanotechnologies from the Swiss Federal Institute of Technology Lausanne (EPFL). Since then, he worked for 11 years in the private sector for companies in Switzerland as quality engineer and project manager exploring technical data to improve industrial products and processes. In 2018, he began a Master in Statistics at the University of Geneva and obtained his diploma in 2021. During his Master thesis and since then, he worked in the field of industrial AI applying generative models.
Generative models, predictive maintenance, inverse problem.
Learned transform compression with optimized entropy encoding Inproceedings
Neural Compression: From Information Theory to Applications--Workshop@ ICLR 2021, 2021.