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Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Sreetama Sarkar, Qi Zhao, Sabine Kuhn, Lukas Frickenstein, Anmol Singh, Christian Unger, Naveen Nagaraja, Christian Wressnegger, Walter Stechele
Adversarial Robust Model Compression using In-Train Pruning
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2021
Nael Fasfous, Manoj-Rohit Vemparala, Alexander Frickenstein, Lukas Frickenstein, Mohamed Badawy, Walter Stechele
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices
IEEE International Parallel & Distributed Processing Symposium, Reconfigurable Architectures Workshop (IPDPS-RAW)
2021
Manoj Rohit Vemparala, Alexander Frickenstein, Nael Fasfous, Lukas Frickenstein, Qi Zhao, Sabine Franziska Kuhn, Daniel Ehrhardt, Yuankai Wu, Christian Unger, Naveen Shankar Nagaraja, Walter Stechele
BreakingBED - Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks
Intelligent Systems Conference (IntelliSys)
2021
Jun Yan, Zifeng Peng, Huilin Yin, Jie Wang, Xiao Wang, Yuesong Shen, Walter Stechele, Daniel Cremers
Trajectory prediction for intelligent vehicles using spatial-attention mechanism
p. 1855 – 1863
Journal of Intelligent Transport Systems
Taylor & Francis Group
2020
Mark Sagi, Nguyen Anh Vu Doan, Martin Rapp, Thomas Wild, Jörg Henkel, Andreas Herkersdorf
A Lightweight Nonlinear Methodology to Accurately Model Multi-Core Processor Power
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2020
Sven Rheindt, Akshay Srivatsa, Oliver Lenke, Lars Nolte, Thomas Wild, Andreas Herkersdorf
Tackling the MPSoC Data Locality Challenge
87-114
Multi-Processor System-on-Chip 1
Wiley Online Library
2021
Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Mohamed Badawy, Felix Hundhausen, Julian Höfer, Naveen-Shankar Nagaraja, Christian Unger, Hans-Jörg Vögel, Jürgen Becker, Tamim Asfour, Walter Stechele
Binary-LoRAX: Low-power and Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands
International Conference on Robotics and Automation (ICRA)
2021
Gabor Balazs, Mateusz Chmurski, Walter Stechele, Mariusz Zubert
Sensor Fusion Neural Networks for Gesture Recognition on Low-Power Edge Devices
International Conference on Agents and Artificial Intelligence (ICAART)
2021
Mark Sagi, Martin Rapp, Heba Khdr, Yizhe Zhang, Nael Fasfous, Nguyen Anh Vu Doan, Thomas Wild, Jörg Henkel, Andreas Herkersdorf
Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)
2021
Nguyen Anh Vu Doan, Manu Manuel, Simon Conrady, Arne Kreddig, Walter Stechele
Parameter Optimization of Approximate Image Processing Algorithms in FPGAs
2020 Eighth International Symposium on Computing and Networking (CANDARW)
2020
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