Understanding Flow Matching: From Intuition to Generative Modeling
This article introduces the concept of flow matching in generative modeling, explaining the mathematical intuition behind learning continuous probability flows, outlining its ā¦
About Me and Why I've Built This Website
š Hi, Iām Azim Givron. I am a PhD student in Artificial Intelligence at KU Leuven, in the Electrical Engineering department (ESAT). For the rest I am working on it.
Education
Advanced Master of AI
KU Leuven
Master of Computer Science
Ecole Polytechnique de Bruxelles (ULB)
Bachelor of Engineering
Ecole Polytechnique de Bruxelles (ULB)
Interests
Machine Learning
Deep Learning
Fancy applicable math
Bio-Molecular Chemistry
Quantum Chemistry
Physics
AI Ethics
š My PhD
What is my thesis about ? I am working on it. It involves Flow models applied to peptide design in the context of drug discovery. I know, it’s vague but it’s in progress.
Latest Blog Posts