Hi, I'm Sebastian Penhouet!

Research & Projects

Semi-supervised Learning with Locally Embedded Autoencoder

Local disentangled representation learning. Data dependent and information preserving dimensionality reduction.

Automated Deep Photo Style Transfer

Automated photo realistic style transfer with automatic image segmentation and automatic segment merging based on semantic similarity

tensorboard-aggregator

Tool to aggregate multiple TensorBoard runs to new summary or csv files

Optimization using semi-global Statistics

Project developing and analyzing a new gradient optimization algorithm

Online Inference of Hyperparameters for Optimization Processes

Research project in the field of hyperparameter optimization and inference

Work Experience

Jan. 2020 - Present

Head of Research & Development

AIRAmed GmbH

Germany, Tübingen

Oct. 2016 - Dec. 2019

Working Student

itdesign GmbH

Germany, Tübingen

Oct. 2013 - Sept. 2016

Co-Op Student

itdesign GmbH

Germany, Tübingen

Education

2016 - 2019

MSc. in Computer Science

University of Tübingen

Germany, Tübingen

2013 - 2016

BSc. in Computer Science

Baden-Wuerttemberg Cooperative State University (DHBW) - Stuttgart Campus Horb

Germany, Horb am Neckar