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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 will 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. This research will be carried out by way of the following ten projects, each of which will have an associated PhD or postdoctoral researcher.
Research projects
The research is carried out by the following ten projects:
Generative Models with Symmetries
Generative Models for Causal Discovery
PDE-Based Generative Models
Anytime Uncertainty in Deep Learning
Learning-to-Defer under Distribution Shift
Continual Learning under Distribution Shift
Structured Uncertainty Quantification in Computer Vision
3D Scene Reconstruction
Intrinsic and Invariant Image Decomposition
Structured 3D Semantic Segmentation
People
PHD Students
Partners
University of Amsterdam (UvA) is the Netherlands’ largest university, offering the widest range of academic programmes.
Bosch is a German multinational engineering and technology company. Bosch's core operating areas are spread across four business sectors: mobility (hardware and software), consumer goods (including household appliances and power tools), industrial technology (including drive and control) and energy and building technology.
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