Browsing Fakultät für Mathematik und Informatik (inkl. GAUSS) by Advisor & Referee "Sinz, Fabian Prof. Dr."
Now showing items 1-5 of 5
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Deep Probabilistic Priors for Solving Inverse Problems
(2025-03-20)Inverse problems are problems where causal sources are inferred from observed effects. They are ubiquitous in science and engineering. Examples include image reconstruction from neural responses, feature visualizations of ... -
Computer Vision for Automated Robotic Device Disassembly: Object Detection, Pose Estimation, and Action Prediction
(2024-11-12)The growth in population and technology has led to an increased demand for electronic products, resulting in a higher volume of end-of-life devices. While recycling these products is critical for reducing environmental ... -
Novel machine learning solutions for precision medicine - from causal inference to cellular perturbations and interactions
(2024-10-04)Optimal therapy of complex diseases necessitates a shift from one-size-fits-all solutions towards personalized treatment plans. To achieve this, it is crucial to understand the casual effect of medical interventions, such ... -
Action understanding and prediction during inter-agent interaction
(2024-06-17)The utilisation of robotics has seen a significant rise over the years, particularly fuelled by the burgeoning advancements in deep learning and artificial intelligence research and development. Despite this progress, the ... -
Interpreting and visualizing the decisions of Deep Neural Networks
(2023-04-20)Machine learning and its associated algorithms involving deep neural networks have gained widespread admiration in the computer vision domain. In this regard, significant progress has been made in automating certain ...