Karsten Roth Email & Phone Number

Tübingen, Bw, De

London Area, United Kingdom

Research intern & ELLIS PhD Exchange. Working on Multimodal Foundation Models.

PhD Advisors: Zeynep Akata (University of Tuebingen) and Oriol Vinyals (Deepmind).Making models generalize better.Topics: Continual Learning & Pretraining, OOD Generalization, Contrastive Learning, Multimodal Foundation Models.

Paris, Île-De-France, France

Research on disentangled representation learning.

Tübingen, Baden-Württemberg, Germany

Research internship in the AWS Lablet team in Tübingen working on anomaly detection.

Remote research internship at the Vector Institute on representation and transfer learning for medical applications, supervised by Marzyeh Ghassemi.

Montreal, Canada Area

Research internship at the Montreal Institute for Learning Algorithms (Mila) on unsupervised representation learning for 3D medical data and zero-shot generalization in Deep Metric Learning, supervised by Joseph Paul Cohen and Yoshua Bengio.

Heidelberg Area, Germany

Research Assistant at the Center for Molecular Virology in collaboration with the Heidelberg Collaboratory for Image Processing (HCI) working on a cell tracking and colocalization pipeline.

Heidelberg Area, Germany

Research at the Experimental Radiooncology Group at the University Hospital Mannheim/Heidelberg on Medical Image Analysis, specifically Semantic Segmentation and Deep Learning for Medical Image Analysis on CT data.

Brighton, United Kingdom

Internship at the Ion Quantum Trapping group (IQT). Working on various QOL duties and frequency modulation systems.

Doctor Of Philosophy - Phd

Making models generalize better. Research focus on continual learning & pretraining, (multimodal) foundation models, contrastive/metric.

Master'S Degree, Physics, 1.1 (Best 1.0)

Focus on Condensed Matter Physics, Biophysics and Medical Physics. Thesis on Contrastive and Metric Learning in Representation Learning.

Bachelor'S Degree, Physics, 1.5 (Best 1.0)

Lectures on general experimental & theoretical physics. Focus lectures on biophysics, statistical modelling and medical physics. Thesis.