Stefan Baumann Email & Phone Number

Munich, By, De

Munich, Bavaria, Germany

Large-scale Generative Machine Learning at CompVis (Ommer) Group

Large-scale Generative Machine LearningPhD as a part of the ELLIS PhD Program, co-supervised at Meta

3D Computer Vision Research, primarily Neural Surface Reconstruction

Audio Effect Removal/Audio Restoration using Diffusion Probabilistic Models

Karlsruhe, Baden-Württemberg, Deutschland

Generative Machine Learning methods for synthetic vision data generation for downstream Machine Learning applications

Karlsruhe, Baden-Württemberg, Deutschland

Teaching Assistant for the course "Laboratory of Applied Machine Learning Algorithms (LAMA)" at the Karlsruhe Institute of Technology. Responsible for improvement & extension of curriculum and instruction of students in practical sessions

Stuttgart, Baden-Württemberg, Deutschland

Research into novel machine learning & signal processing approaches for industrial manufacturing applications @ ARENA2036

Weil Am Rhein, Baden-Württemberg, Deutschland

Instruction of other students, management of teams competing in robotics competitions

Master Of Science - Ms, Electrical Engineering And Information Technologies, Signal Processing

Primarily focused on Machine Learning Master's Thesis: "Fast and Robust High-Fidelity 3D Reconstruction in the Wild" (grade: 1.0/1.0) 2/5.

Bachelor Of Science - Bs, Electrical Engineering And Information Technologies

Bachelor's Thesis: "Key Classification in Music Recordings using Deep Convolutional Neural Networks" (grade: 1.0/1.0, results published.

Abitur

Activities and Societies: Honors courses: Physics, Math, Chemistry, English, German Extracurricular activities: robotics club (member.