Asgari Khoshouyeh, Ali;Geissler, Florian;Qutub, Syed;Paulitsch, Michael;Nair, Prashant;Pattabiraman, Karthik
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults
1-17
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
ACM
2023

Gräfe, Ralf;Sha, Qutub Syed;Geissler, Florian;Paulitsch, Michael
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency
2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)
2023

Gräfe, Ralf;Sha, Qutub Syed;Geissler, Florian;Paulitsch, Michael
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency
56-62
2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)
IEEE
2023

Malmir, Mohammadhossein;Josifovski, Josip;Klarmann, Noah;Knoll, Alois
DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control
arXiv preprint arXiv:2306.09010
2023

Žagar, Bare Luka;Hertel, Tim;Liu, Mingyu;Yurtsever, Ekim;Knoll, ALois C
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark
arXiv preprint arXiv:2310.08904
2023

Yu Zhang; Linghuan Kong; Shuang Zhang; Xinbo Yu; Yu Liu
Improved Sliding Mode Control for a Robotic Manipulator With Input Deadzone and Deferred Constraint
IEEE Transactions on Systems, Man, and Cybernetics: Systems
2023

Strand, Leah;Honer, Jens;Knoll, Alois
Modeling Inter-Vehicle Occlusion Scenarios in Multi-Camera Traffic Surveillance Systems
2023 26th International Conference on Information Fusion (FUSION)
IEEE
2023

Meng, Zhuoxiao;Siguenza-Torres, Anibal;Gao, Mingyue;Grossi, Margherita;Wieder, Alexander;Du, Xiaorui;Bortoli, Stefano;Sommer, Christoph;Knoll, Alois
Towards Discrete-Event, Aggregating, and Relational Control Interfaces for Traffic Simulation
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation
Association for Computing Machinery
2023

Du, Xiaorui;Meng, Zhuoxiao;Siguenza-Torres, Anibal;Knoll, Alois;Pimpini, Adriano;Piccione, Andrea;Bortoli, Stefano;Pellegrini, Alessandro
Autonomic Orchestration of in-Situ and in-Transit Data Analytics For Simulation Studies
2023 Winter Simulation Conference (WSC)
2023

Siguenza-Torres, Anibal;Cai, Wentong;Knoll, Alois
Towards a Performance-Aware Partitioning Algorithm for Cloud-Based Microscopic Vehicle Traffic Simulations
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation
Association for Computing Machinery
2023