Open Theses

We are currently offering the following theses.

Supervisor 1	Supervisor 2	Date	Title
Jantsch	Wess	15/11/2022	Adaptation of a Latency and Power Estimation Model for ARM Processors
Jantsch	Wess	15/11/2022	Energy Efficient Adaptive Neural Networks for Embedded Hardware
Jantsch	Lechner	15/11/2022	Real-time Simultaneous Face Detection and Pose Estimation
Götzinger		09/12/2022	Adapting a Railroad Anomaly Detector for Embedded Hardware

Supervisor 1	Supervisor 2	Date	Title
Jantsch	Wess	15/11/2022	Adaptive Neural Network low bit-width Quantization for image classification, object detection and segmentation targeting FPGA
Jantsch	Lechner	15/11/2022	Consistent Semantic Segmentation of Video Objects
Jantsch	Lechner	28/09/2020	Hardware-Aware Pruning of Neural Networks with Intel Distiller
Jantsch	Lechner	15/11/2022	Optimierung von 3D Convolutions auf Embedded Hardware für autonomes Fahren
Jantsch	Bittner	15/11/2022	Vision based workplace safety monitor in an automotive test bench
Jantsch	Taherinejad	19/05/2016	Designing an all-digital DLL for an open-source DDR3 controller
Jantsch		28/06/2018	Deep Learning with Reduced Precision Weights
Jantsch		28/06/2018	Embedded Deep Learning Inference with Shift-CNN
Jantsch	Schnöll	15/11/2022	Analytical Approximation of Statistical Rounding
Jantsch	Götzinger	30/11/2022	Monocular Depth Estimation using Self/Semi-Supervised Learning
Jantsch	Götzinger	30/11/2022	Filtering of Rail-track Switches using Ensemble Learning
Jantsch	Wess	05/01/2023	Exploring FPGA and eGPU for Disaster-Scene Analysis