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

Anibal Siguenza-Torres, Alexander Wieder, Zhuoxiao Meng, Santiago Narvaez Rivas, Mingyue Gao, Margherita Grossi, Xiaorui Du, Stefano Bortoli, Wentong Cai, and Alois Knoll
ENHANCE: Multilevel Heterogeneous Performance-Aware Re-Partitioning Algorithm For Microscopic Vehicle Trafic Simulation
ACM Transactions on Modeling and Computer Simulation
2024

Cui, Yuning;Ren, Wenqi;Cao, Xiaochun;Knoll, Alois
Revitalizing Convolutional Network for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence
2024

Song, Rui; Festag, Andreas; Jagtap, Abhishek Dinkar; Bialdyga, Maximilian; Yan, Zhiran; Otte, Maximilian; Sadashivaiah, Sanath Tiptur; Knoll, Alois
First Mile: An Open Innovation Lab for Infrastructure-Assisted Cooperative Intelligent Transportation Systems
35th IEEE Intelligent Vehicles Symposium (IV)
2024

Zhou, Xingcheng;Liu, Mingyu;Yurtsever, Ekim;Zagar, Bare Luka;Zimmer, Walter;Cao, Hu;Knoll, Alois C.
Vision Language Models in Autonomous Driving: A Survey and Outlook
IEEE Transactions on Intelligent Vehicles
2024
1-20

Sha, Qutub Syed;Paulitsch, Michael;Pattabiraman, Karthik;Hagn, Korbinian;Oboril, Fabian;Buerkle, Cornelius;Scholl, Kay-Ulrich;Hinz, Gereon;Knoll, Alois
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models
2024

Syed, Qutub;Paulitsch, Michael;Hagn, Korbinian;Cihangir, Neslihan Kose;Scholl, Kay-Ulrich;Oboril, Fabian;Hinz, Gereon;Knoll, Alois
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection
2024

Sha, Qutub Syed;Paulitsch, Michael;Pattabiraman, Karthik;Hagn, Korbinian;Oboril, Fabian;Buerkle, Cornelius;Scholl, Kay-Ulrich;Hinz, Gereon;Knoll, Alois
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models
2024

Syed, Qutub;Paulitsch, Michael;Hagn, Korbinian;Cihangir, Neslihan Kose;Scholl, Kay-Ulrich;Oboril, Fabian;Hinz, Gereon;Knoll, Alois
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection
2024

Qutub, Syed Sha;Cihangir, Neslihan Köse;Rosales, Rafael;Paulitsch, Michael;Hagn, Korbinian;Geissler, Florian;Peng, Yang;Hinz, Gereon;Knoll, Alois C.
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture
34th British Machine Vision Conference 2023, BMVC 2023, Aberdeen, UK, November 20-24, 2023
BMVA Press
2023