PhD Student @ IML
Working on failure detection, uncertainty and active learning.

Interested in deep interactive learning, active learning, semantic/instance segmentation, object detection, interpretability, image manipulation detection. Working with both 2D and 3D data.

Head of the Helmholtz Imaging Support Unit at DESY Hamburg. Background in computational structural biology, pattern recognition, artificial intelligence, convolutional neural networks and cloud computing.

Interested in everything that is computer vision, regardless of domain

I am a deep learning researcher with experience in:
- Self Supervised Learning
- Active Learning
- Supervised Learning
- Generative modeling

For:
- Representation learning
- Denoising
- Resolution enhancement
- Classification
- Semantic segmentation
- Instance segmentation

Applied …

Organizatorial

PhD student @ IML
working on Active Learning and the low label data regime, to bring benefits of Deep Learning to a broader audience of users.