Research Work
A summary/review of the major contributions in diffusion models
For personal purposes at first, then for an educational one, I redacted a summary of the major contributions in stochastic generative modeling. I included thoughts and results from the experiments I conducted on audio generation while an intern at Sony Computer Science Labs.
DOI: 10.13140/RG.2.2.27162.72649
NeurML
I wrote this paper with 2 teammates (U. Muhieddine & A. Carrel) in 2020, during the last year of my Bachelor’s degree. This was a year long project under supervision of G. Dumas, professor at Univeristé de Montréal and research fellow at Mila (Montréal Institute of Learning Algorithm).