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- TU Darmstadt
- Multimedia Communications Lab
- Teaching
- Theses
- In Progress
Theses in Progress
- Contextual Multi-Armed-Bandits for the Estimation of Individual Light Preferences of Users
Theses in Progress
Tutor: Meuser - Asynchronous Traffic Shaping on Real-time Processor Architectures
Theses in Progress
Tutor: Gärtner - Analysis of inverse kinematics methods for full-body motion reconstruction in immersive virtual reality
Theses in Progress
Tutor: Caserman - Development of methods and concepts for police tactics training using artificial intelligence
Theses in Progress
Tutor: Caserman - Federated Transfer Learning with Multimodal Data
Motivation Federated Learning(FL) describes a Machine Learning (ML) technique in which a central ML model is trained using decentralized data. A well-known example of the application of FL is Google's Gboard keyboard on Android devices [1, 2]. Since the data remains on th... Theses in Progress
Tutor: Wernet - Entwicklung von Methoden und Konzepten für ein spielerisches Trainingsprogramm zur Gehörbildung
Theses in Progress
Tutor: Stefan Göbel - Effiziente Statusmigration von 5G Netzfunktionen
Theses in Progress
Tutor: Wernet - Algorithmic Scheduling for Time Aware Shaper
Theses in Progress
Tutor: Gärtner - Algorithmic Scheduling for Time Aware Shaper
Theses in Progress
Tutor: Gärtner - Increasing vehicle’s perception in adverse conditions
Motivation Autonomous vehicles require a high level of environmental awareness. To detect and track objects, the vehicle first gathers data about the nearby surroundings using its onboard sensors (e.g., camera, lidar, radar). Then it preprocesses raw sensor data (e.g., size... Theses in Progress
Tutor: Khalil - Utilizing Neuro-Symbolic AI for Text Difficulty Classification
Theses in Progress
Tutor: Filighera - Mechanisms Coordination in Time-Sensitive Networking
Motivation Time-Sensitive Networking (TSN) is an evolving set of standards for reliable real-time ethernet communication. It's possible to deploy current or future TSN mechanisms on hardware switching devices for reliable Ethernet communication. The Co-existence of multiple... Theses in Progress
Tutor: Gärtner - Opportunistic Routing in Time-Critical Wireless Networks
Motivation A time-critical application of WSN is early warning of flash floods. In such a network, measurements must reach the sink within a certain deadline to be useful for early warning applications. Traditional routing is often based on single metrics, such as expected d... Theses in Progress
Tutor: Becker - In-Network Machine Learning-based Intrusion Detection System
Theses in Progress
Tutor: Golchin - Processing and Transmission of Network Topology Data in Aerial Monitoring Systems for Disaster Situations
Theses in Progress
Tutor: Zobel - Learned Parallel Stream Processing using Zero-Shot Cost Models
Motivation In Distributed Stream Processing Systems (DSPS), queries are usually long-running. They typically deal with a very high workload of million or even billion of events per second. Under such scenarios, parallelism plays an important role in providing scalability for... Theses in Progress
Tutor: Agnihotri - Cooperative ML-based NIDS between data and control plane
Theses in Progress
Tutor: Golchin - Neuro-Symbolic Automatic Short Answer Grading with Scoring Rubrics
Theses in Progress
Tutor: - Adaptive Application of UAVs on Highly Dynamic Disaster Network Topologies
Theses in Progress
Tutor: Zobel - Detecting and Reducing Bias in Automatic Short Answer Grading
Theses in Progress
Tutor: Filighera
