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Delta Lab
A collaboration between Bosch and the University of Amsterdam.
The mission of UvA-Bosch Delta Lab (Deep Learning Technologies Amsterdam) is to perform world class research in machine learning and computer vision. Researchers at UvA collaborate with Bosch researchers on topics including generative models, causal learning, geometric deep learning, uncertainty quantification in deep learning, human-in-the-loop methods, outlier detection, scene reconstruction, image decomposition, and semantic segmentation.
Research projects
The research is carried out by the following ten projects:
1. Generative Models with Symmetries
2. Generative Models for Causal Discovery
3. PDE-Based Generative Models
4. Anytime Uncertainty in Deep Learning
5. Learning-to-Defer under Distribution Shift
6. Continual Learning under Distribution Shift
7. Structured Uncertainty Quantification in Computer Vision
8. 3D Scene Reconstruction
9. Intrinsic and Invariant Image Decomposition
10. Structured 3D Semantic Segmentation
People
Co-directors: Theo Gevers; Jan-Willem van de Meent
Lab manager: Christian Naesseth
PHD Students
Co-directors: Theo Gevers; Jan-Willem van de Meent
Lab manager: Christian Naesseth
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