Cui, Yuning;Tao, Yi;Bing, Zhenshan;Ren, Wenqi;Gao, Xinwei;Cao, Xiaochun;Huang, Kai;Knoll, Alois
Selective Frequency Network for Image Restoration
The Eleventh International Conference on Learning Representations
2023

Chen, Cuili;Yesilbas, Göktug;Benning, Christine;Wang, Zhiqiang;Li, Guofeng;Schneider, Oliver;Ivleva, Natalia P.;Knoll, Alois Christian
Post-mortem Analysis of Anode Degradation Caused by Fast Charging in Lithium-Ion Battery
Lecture Notes in Electrical Engineering
Springer Nature Singapore
2023

Ali, Muhammad Sajid;Tangirala, Nagacharan Teja;Knoll, Alois;Eckhoff, David
Rebalancing Autonomous Electric Vehicles for Mobility-on-Demand by Data-Driven Model Predictive Control
215-221
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
IEEE
2023

Agrawal, Shiva;Song, Rui;Doycheva, Kristina;Knoll, Alois;Elger, Gordon
Intelligent Roadside Infrastructure for Connected Mobility
Communications in Computer and Information Science
Springer Nature Switzerland
2023

Cao, Wei;Zhou, Liguo;Huang, Yuhong;Knoll, Alois
Autonomous Driving Simulator based on Neurorobotics Platform
2023

Guan, Jiayi;Chen, Guang;Huang, Jin;Li, Zhijun;Xiong, Lu;Hou, Jing;Knoll, Alois
A Discrete Soft Actor-Critic Decision-Making Strategy With Sample Filter for Freeway Autonomous Driving
IEEE Transactions on Vehicular Technology
2023
72
2
2593-2598

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

van Kempen, Raphael;Lampe, Bastian;Leuffen, Marc;Wirtz, Lena;Thomsen, Fabian;Bilkei-Gorzo, Gergely;Busch, Jean-Pierre;Feger, Ida;Geller, Christian;Kehl, Christian;Uszynski, Olaf;Wagner-Douglas, Lotte;Zanger, Lukas;Eckstein, Lutz;Klüner, David;Beerwerth, Julius;Alrifaee, Bassam;Kowalewski, Stefan;Konersmann, Marco;Steinfurth, Felix;Rumpe, Bernhard;Hartmann, Max;Siepenkötter, Norbert;Moormann, Dieter;Böhlen, Boris;Hannig, Claudia;Hekele, Esther;Gotzig, Heinrich;Rostocki, Paul-David;Gautam, Deepak-Kumar;Schubert, Richard;Braun, Niklas;Maurer, Markus;Gemlau, Kai-Björn;Abel, Sebastian;Ernst, Rolf;Lutwitzi, Melina;Bayerlein, Lorenz;Berghöfer, Moritz;Blödel, Alexander;Klamann, Björn;Kuznietsov, Anton;Peters, Steven;Leinen, Stefan;Bahle, Jakob;Ullrich, Lars;Graichen, Knut;Woopen, Timo;Spychalski, Dominik;Krauß, Christoph;Alayan, Mohamad;Giesler, Jens;Lilienthal, Martin;Schulik, Thomas;Lauer, Martin;Fernandez, Carlos;Molinos, Eduardo;Le Large, Nick;Rack, Nils;Steiner, Marlon;Wang, Kaiwen;Stiller, Christoph;Arndt, Gideon;Schulz, Benedikt;Furmans, Kai;Rauber, Stephan;Diermeyer, Frank;Brecht, David;Gehrke, Nils;Lienkamp, Markus;Zimmer, Walter;Creß, Christian;Zhou, Xingcheng;Knoll, Alois;Püllen, Dominik;Katzenbeisser, Stefan;Elmazi, Arlinda;Sailer, Andreas;Alfranseder, Martin;Mader, Ralph;Berkel, Felix;Specker, Thomas;Mayer, Philip;von Hasseln, Hermann;Jung, Lukas;Grandinetti, Marcel;Neidhart, Dominik;Greiner, Dan;Niedballa, Dennis;Zaheri, Dorsa;Maier, Jonas;Reuss, Hans-Christian;Afanasenko, Valentyna;Solomakha, Oleksandr;Roge, Swapnil Sunil;Kallfass, Ingmar;Buchholz, Michael;Dehler, Robin;Henning, Matti;Hermann, Charlotte;Schön, Markus;Dietmayer, Klaus
AUTOtech.agil: Architecture and Technologies for Orchestrating Automotive Agility
49
32nd Aachen Colloquium Sustainable Mobility
RWTH Aachen University
2023