Shen, Fengyi;Gurram, Akhil;Tuna, Ahmet Faruk;Urfalioglu, Onay;Knoll, Alois
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation
arXiv
2021

Nguyen, Quang Anh Pham;Andelfinger, Philipp;Tan, Wen Jun;Cai, Wentong;Knoll, Alois
Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware
ACM Transactions on Modeling and Computer Simulation
2021
31
2
1-26

Soni, Tapisha;Schellmann, Malte;Knoll, Alois
Sidelink-Assisted URLLC Built on Cooperative Retransmissions With Optimum Power Control
1-6
2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
IEEE
2021

Bernhard, Julian;Knoll, Alois
Risk-Constrained Interactive Safety under Behavior Uncertainty for Autonomous Driving
63-70
2021 IEEE Intelligent Vehicles Symposium (IV)
IEEE
2021

Vater, Johannes Maximilian;Gruber, Florian;Grählert, Wulf;Schneider, Sebastian;Knoll, Alois Christian
Prediction of Coating Adhesion on Laser-Cleaned Metal Surfaces of Battery Cells Using Hyperspectral Imaging and Machine Learning
Coatings
2021
11
11
1388

Cheng, Long;Huang, Kai;Mi, Liang;Chen, Gang;Knoll, Alois;Zhang, Xiaoqin
Peak temperature analysis and optimization for pipelined hard real-time systems
Information Sciences
2021
575
666-697

Bojadžić, Damir;Kunze, Julian;Osmanković, Dinko;Malmir, Mohammadhossein;Knoll, Alois
Non-Holonomic RRT & MPC: Path and Trajectory Planning for an Autonomous Cycle Rickshaw
2021

Chen, Kai;Chen, Guang;Xu, Dan;Zhang, Lijun;Huang, Yuyao;Knoll, Alois
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting
2021

Gu, Shangding;Kuba, Jakub Grudzien;Wen, Munning;Chen, Ruiqing;Wang, Ziyan;Tian, Zheng;Wang, Jun;Knoll, Alois;Yang, Yaodong
Multi-Agent Constrained Policy Optimisation
2021

Hell, Franz;Hinz, Gereon;Liu, Feng;Goyal, Sakshi;Pei, Ke;Lytvynenko, Tetiana;Knoll, Alois;Yiqiang, Chen
Monitoring perception reliability in autonomous driving: Distributional shift detection for estimating the impact of input data on prediction accuracy
Computer Science in Cars Symposium
ACM
2021