Liu, Mingyu;Yurtsever, Ekim;Fossaert, Jonathan;Zhou, Xingcheng;Zimmer, Walter;Cui, Yuning;Zagar, Bare Luka;Knoll, Alois C
A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook
IEEE Transactions on Intelligent Vehicles
2024

Cui, Yuning;Liu, Mingyu;Ren, Wenqi;Knoll, Alois
Hybrid frequency modulation network for image restoration
International Joint Conference on Artificial Intelligence
2024

Cui, Yuning;Knoll, Alois
Enhancing Local–Global Representation Learning for Image Restoration
IEEE Transactions on Industrial Informatics
2024
20
4
6522-6530

Bing, Zhenshan;Yun, Yuqi;Huang, Kai;Knoll, Alois
Context-Based Meta-Reinforcement Learning with Bayesian Nonparametric Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
2024
1-18

Li, Yuchen;Li, Luxi;Wu, Zizhang;Bing, Zhenshan;Ai, Yunfeng;Tian, Bin;Xuanyuan, Zhe;Knoll, Alois Christian;Chen, Long
MiningLLM: Towards Mining 5.0 via Large Language Models in Autonomous Driving and Smart Mining
IEEE Transactions on Intelligent Vehicles
2024
1-12

Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Vahid Zolfaghari, Sven Kirchner, Nils Purschke, Muhammad Aqib Khan, Viktor Vorobev, Alois Knoll
Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems
2024

Krzysztof Lebioda, Viktor Vorobev, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll
Towards Single-System Illusion in Software-Defined Vehicles - Automated, AI-Powered Workflow
2024

Su, Xiaojie;Liu, Shimin;Li, Rui;Bing, Zhenshan;Knoll, Alois
Efficient Stereo Matching Using Swin Transformer and Multilevel Feature Consistency in Autonomous Mobile Systems
IEEE Transactions on Industrial Informatics
2024
1-9

Song, Rui; Liang, Chenwei; Cao, Hu; Yan, Zhiran; Zimmer, Walter; Gross, Markus; Festag, Andreas; Knoll, Alois
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
2024 IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)
2024

Zimmer, Walter; Wardana, Gerhard Arya; Sritharan, Suren; Zhou, Xingcheng; Song, Rui; Knoll, Alois C.
TUMTraf V2X Cooperative Perception Dataset
21
2024 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)
IEEE/CVF
2024