Doctoral project Nenghui Song

Mapping of Real-time Computer Vision Algorithms onto Emerging Compute Architectures

New computational approaches for analysis of brain-wide volumetric functional ultrasound imaging in behaving rodents

Doctoral project Ana Stojkovic

Doctoral project Chengjin Lyu

Doctoral project Patrick Heyer Wollenberg

Doctoral project Simon Donné

Improving the robustness of deep neural networks to adversarial perturbations Improving the robustness of deep neural networks to adversarial perturbations

Strategies for efficient mapping of AI algorithms on embedded and distributed systems

Differentiable programming for efficiently mapping image processing and computer vision algorithms on heterogeneous hardware and edge devices.

Differentiable programming for improving and accelerating image processing and computer vision algorithms.

Mapping of Real-time Computer Vision Algorithms onto Emerging Compute Architectures

Statistical Modeling and Estimation of Simultaneous Degradations in Digital Images