Alois Knoll

Alois Knoll

Technische Universität München

H-index: 65

Europe-Germany

About Alois Knoll

Alois Knoll, With an exceptional h-index of 65 and a recent h-index of 47 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Robotics, AI, Sensor Data Fusion, Autonomous Driving, Cyber Physical Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles

Enhancing Local–Global Representation Learning for Image Restoration

Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environments

Robot self‐calibration using actuated 3D sensors

MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

Curriculum learning for robot manipulation tasks with sparse reward through environment shifts

A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation

Alois Knoll Information

University

Position

___

Citations(all)

23349

Citations(since 2020)

14454

Cited By

12838

hIndex(all)

65

hIndex(since 2020)

47

i10Index(all)

511

i10Index(since 2020)

314

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Alois Knoll Skills & Research Interests

Robotics

AI

Sensor Data Fusion

Autonomous Driving

Cyber Physical Systems

Top articles of Alois Knoll

Title

Journal

Author(s)

Publication Date

Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles

arXiv preprint arXiv:2402.07635

Rui Song

Chenwei Liang

Hu Cao

Zhiran Yan

Walter Zimmer

...

2024/2/12

Enhancing Local–Global Representation Learning for Image Restoration

IEEE Transactions on Industrial Informatics

Yuning Cui

Alois Knoll

2024/1/12

Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environments

arXiv preprint arXiv:2402.16449

Yu Zhang

Guangyao Tian

Long Wen

Xiangtong Yao

Liding Zhang

...

2024/2/26

Robot self‐calibration using actuated 3D sensors

Journal of Field Robotics

Arne Peters

Alois C Knoll

2024/3

MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection

arXiv preprint arXiv:2403.04149

Boyang Peng

Sanqing Qu

Yong Wu

Tianpei Zou

Lianghua He

...

2024/3/7

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

arXiv preprint arXiv:2403.14614

Yuning Cui

Syed Waqas Zamir

Salman Khan

Alois Knoll

Mubarak Shah

...

2024/3/21

Curriculum learning for robot manipulation tasks with sparse reward through environment shifts

IEEE Access

Erdi Sayar

Giovanni Iacca

Alois Knoll

2024/3/27

A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation

arXiv preprint arXiv:2404.12683

Tobias Betz

Long Wen

Fengjunjie Pan

Gemb Kaljavesi

Alexander Zuepke

...

2024/4/19

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation

arXiv preprint arXiv:2402.06446

Fengyi Shen

Li Zhou

Kagan Kucukaytekin

Ziyuan Liu

He Wang

...

2024/2/9

Toward coordinated planning and hierarchical optimization control for highly redundant mobile manipulator

ISA transactions

Erdi Sayar

Xiang Gao

Yingbai Hu

Guang Chen

Alois Knoll

2024/1/9

Path Planning based on 2D Object Bounding-box

arXiv preprint arXiv:2402.14933

Yanliang Huang

Liguo Zhou

Chang Liu

Alois Knoll

2024/2/22

Optimizing Dynamic Balance in a Rat Robot via the Lateral Flexion of a Soft Actuated Spine

arXiv preprint arXiv:2403.00944

Yuhong Huang

Zhenshan Bing

Zitao Zhang

Genghang Zhuang

Kai Huang

...

2024/3/1

LEAD: Learning Decomposition for Source-free Universal Domain Adaptation

arXiv preprint arXiv:2403.03421

Sanqing Qu

Tianpei Zou

Lianghua He

Florian Röhrbein

Alois Knoll

...

2024/3/6

Towards Single-System Illusion in Software-Defined Vehicles--Automated, AI-Powered Workflow

arXiv preprint arXiv:2403.14460

Krzysztof Lebioda

Viktor Vorobev

Nenad Petrovic

Fengjunjie Pan

Vahid Zolfaghari

...

2024/3/21

Fusion dynamical systems with machine learning in imitation learning: A comprehensive overview

Yingbai Hu

Fares J Abu-Dakka

Fei Chen

Xiao Luo

Zheng Li

...

2024/3/27

A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook

IEEE Transactions on Intelligent Vehicles

Mingyu Liu

Ekim Yurtsever

Jonathan Fossaert

Xingcheng Zhou

Walter Zimmer

...

2024/4/29

Context-Based Meta-Reinforcement Learning with Bayesian Nonparametric Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zhenshan Bing

Yuqi Yun

Kai Huang

Alois Knoll

2024/4/9

ActiveAnno3D--An Active Learning Framework for Multi-Modal 3D Object Detection

arXiv preprint arXiv:2402.03235

Ahmed Ghita

Bjørk Antoniussen

Walter Zimmer

Ross Greer

Christian Creß

...

2024/2/5

A survey on autonomous driving datasets: Data statistic, annotation, and outlook

arXiv preprint arXiv:2401.01454

Mingyu Liu

Ekim Yurtsever

Xingcheng Zhou

Jonathan Fossaert

Yuning Cui

...

2024/1/2

UnstrPrompt: Large Language Model Prompt for Driving in Unstructured Scenarios

IEEE Journal of Radio Frequency Identification

Yuchen Li

Luxi Li

Zizhang Wu

Zhenshan Bing

Zhe Xuanyuan

...

2024/2/20

See List of Professors in Alois Knoll University(Technische Universität München)

Co-Authors

H-index: 43
Wentong Cai

Wentong Cai

Nanyang Technological University

H-index: 34
Jorg Conradt

Jorg Conradt

Kungliga Tekniska högskolan

H-index: 29
Guang Chen

Guang Chen

Technische Universität München

H-index: 21
Yingbai Hu

Yingbai Hu

Technische Universität München

H-index: 21
M. Ali Nasseri

M. Ali Nasseri

Technische Universität München

H-index: 19
Florian Röhrbein

Florian Röhrbein

Technische Universität München

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