- Zero-Shot Pixel-Wise Uncertainty Generalization in Pre-Trained Vision Models
Supervisor: Prof. Dr. Vasileios Belagiannis
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 02.02.2026 - Deep Learning-Based Low-Resolution Object Detection in Thermal Infrared Imagery
Supervisor: PD Dr.-Ing. Jürgen Seiler
Faculty: PD Dr.-Ing. Jürgen Seiler
Begin: 26.01.2026 - Generalized On-the-sphere Learning for 360° Image- and Video Compression
Supervisor: Paul Wawerek-López, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 20.01.2026 - Maturity Detection of Multimodal Contents for NLP/U-based Requirements Processing
Supervisor: Alexander Kopte, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 12.01.2026 - World Models on Pre-trained Object-centric Representations
Supervisor: Prof. Dr. Vasileios Belagiannis
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 12.01.2026 - High Dynamic Range Video Encoding Energy and Bitrate Estimation SVT-AV1
Supervisor: Jonas Janzen, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 08.01.2026 - Energy Modeling of Hardware and Software Video Encoders using Video Content Features for H.265 and AV1
Supervisor: Diwakara Reddy Kadagathur Lakshmana Reddy, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 18.12.2025 - Scalable Point Cloud Compression for Joint Human–Machine Use with 3D Gaussian Splatting
Supervisor: Xiumei Li, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 05.12.2025 - Closed-Loop Real-Time Virtual Statistical validation of Neural Network Enhanced Adaptive Cruise Control
Supervisor: Prof. Dr. Vasileios Belagiannis
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 01.12.2025 - Artifact Reduction in Pitch Shifting Using Diffusion Models
Supervisor: Christóbal Andrés Andrade Àlvarez, M.Sc.
Faculty: Prof. Dr.-Ing. Sebastian Schlecht
Begin: 01.12.2025 - A Parallel SiT Block Design in REG Using Frequency Separation
Supervisor: Prof. Dr. Vasileios Belagiannis
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 17.11.2025 - Enhancing One Step Text to Image Diffusion Models through Symbolic Representation and Reward based Noise Optimization
Supervisor: Prof. Dr. Vasileios Belagiannis
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 03.11.2025 - Reconstruction of Non-Regular Image Data Using Neural Networks
Supervisor: Teresa Stürzenhofäcker, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 03.11.2025 - Variance Reduction in Monte Carlo-Based Radar Simulations with Machine Learning
Supervisor: Azhar Hussian, M.Sc.
Faculty: Prof. Dr. Vasileios Belagiannis
Begin: 03.11.2025 - Integration of the CASH Architecture into the JPEG AI Image Coding Standard
Supervisor: Simon Deniffel, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 03.11.2025 - 3D Object-Level Explainability in SONAR Point Cloud Data
Supervisor: Marina Ritthaler, M.Sc.
Faculty: Prof. Dr.-Ing. André Kaup
Begin: 01.08.2025