Open Theses
We are currently offering the following theses.
Bachelortheses:
| Available | Email1 | Email2 | Link | Supervisor 1 | Supervisor 2 | Date | Title |
|---|---|---|---|---|---|---|---|
| 0 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=9078&dsrid=628&thesisId=83155 | Jantsch | Wess | 11-15-22 | Adaptation of a Latency and Power Estimation Model for ARM Processors |
| 0 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=8615&dsrid=533&thesisId=89084 | Jantsch | Wess | 11-15-22 | Energy Efficient Adaptive Neural Networks for Embedded Hardware |
| 1 | axel.jantsch@tuwien.ac.at | martin.lechner@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=8201&dsrid=413&thesisId=96423 | Jantsch | Lechner | 11-15-22 | Real-time Simultaneous Face Detection and Pose Estimation |
| 1 | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/Adapting_a_Railroad_Anomaly_Detector_for_Embedded_Hardware.pdf | Götzinger | 12-09-22 | Adapting a Railroad Anomaly Detector for Embedded Hardware | ||
| 1 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EML_Audio_bacc_thesis.pdf | Jantsch | Wess | 06-30-23 | AI-Based Audio Effects Device on Raspberry Pi |
| 1 | axel.jantsch@tuwien.ac.at | matthias.bittner@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/BA_Arbeit_LSTM_TSC_MCU.pdf | Jantsch | Bittner | 07-01-23 | RNN-based Time Series Classification on MCUs |
Mastertheses:
| Available | Email1 | Email2 | Link | Supervisor 1 | Supervisor 2 | Date | Title |
|---|---|---|---|---|---|---|---|
| 0 | axel.jantsch@tuwien.ac.at | nima.taherinejad@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=6371&dsrid=717&thesisId=37487 | Jantsch | Taherinejad | 05-19-16 | Designing an all-digital DLL for an open-source DDR3 controller |
| 0 | axel.jantsch@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=2720&dsrid=822&thesisId=57335 | Jantsch | 06-28-18 | Deep Learning with Reduced Precision Weights | ||
| 0 | axel.jantsch@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=1203&dsrid=744&thesisId=57337 | Jantsch | 06-28-18 | Embedded Deep Learning Inference with Shift-CNN | ||
| 0 | axel.jantsch@tuwien.ac.at | martin.lechner@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=7234&dsrid=684&thesisId=83157 | Jantsch | Lechner | 09-28-20 | Hardware-Aware Pruning of Neural Networks with Intel Distiller |
| 0 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=8461&dsrid=505&thesisId=89961 | Jantsch | Wess | 11-15-22 | Adaptive Neural Network low bit-width Quantization for image classification, object detection and segmentation targeting FPGA |
| 1 | axel.jantsch@tuwien.ac.at | martin.lechner@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=9579&dsrid=362&thesisId=90183 | Jantsch | Lechner | 11-15-22 | Consistent Semantic Segmentation of Video Objects |
| 1 | axel.jantsch@tuwien.ac.at | martin.lechner@tuwien.ac.at | https://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=2782&dsrid=203&thesisId=85720 | Jantsch | Lechner | 11-15-22 | Optimierung von 3D Convolutions auf Embedded Hardware für autonomes Fahren |
| 1 | axel.jantsch@tuwien.ac.at | matthias.bittner@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/MA_Vision_based_worplace_saftey_monitor.pdf | Jantsch | Bittner | 11-15-22 | Vision based workplace safety monitor in an automotive test bench |
| 1 | axel.jantsch@tuwien.ac.at | daniel.schnoell@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/analytical_approximation_of_statistical_rounding.pdf | Jantsch | Schnöll | 11-15-22 | Analytical Approximation of Statistical Rounding |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EML_Master_Thesis_Monocular_Depth_Estimation_V01.pdf | Jantsch | Götzinger | 11-30-22 | Monocular Depth Estimation using Self/Semi-Supervised Learning |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EML_Master_Thesis_Rail_Track_Switch_Filter_V01.pdf | Jantsch | Götzinger | 11-30-22 | Filtering of Rail-track Switches using Ensemble Learning |
| 1 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/MSC_Segmentation_Disaster.pdf | Jantsch | Wess | 01-05-23 | Exploring FPGA and eGPU for Disaster-Scene Analysis |
| 1 | axel.jantsch@tuwien.ac.at | matthias.wess@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EML_Audio_thesis.pdf | Jantsch | Wess | 06-30-23 | AI-Based Audio Effects Device |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EMLCDL_Master_Depth-wiseConcatenationOfTwoPrunedNetworks_V01.pdf | Jantsch | Götzinger | 07-01-23 | Depth-wise Concatenation of Two Pruned Networks |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EMLCDL_Master_EvaluationOfLaneDetectionCNNsForRailTracks.pdf | Jantsch | Götzinger | 07-01-23 | Evaluation of Lane Detection CNNs for Rail Tracks |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EMLCDL_Master_ReinforcementLearningForTrainRoutePrediction.pdf | Jantsch | Götzinger | 07-01-23 | Reinforcement Learning for Train Route Prediction |
| 1 | axel.jantsch@tuwien.ac.at | maximilian.goetzinger@tuwien.ac.at | https://eml.ict.tuwien.ac.at/PublFiles/Theses/EMLCDL_Master_SimultaneousDetectionAndSegmentationOfDifferentObjects.pdf | Jantsch | Götzinger | 07-01-23 | Simultaneous Detection and Segmentation of Different Objects |
Finished Theses
See the Results section.
Publications
See the Publication section.