Julius Pfrommer

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Benchmark Suite

Top Venues

Publications

Chengzhi Wu, Kaige Wang, Zeyun Zhong, Hao Fu, Junwei Zheng, Jiaming Zhang, Julius Pfrommer, Jürgen Beyerer
Rethinking Attention Module Design for Point Cloud Analysis. CoRR (2024)
Chengzhi Wu, Julius Pfrommer, Mingyuan Zhou, Jürgen Beyerer
Self-Supervised Generative-Contrastive Learning of Multi-Modal Euclidean Input for 3D Shape Latent Representations: A Dynamic Switching Approach. IEEE Trans. Multim. 26 (2024)
Chengzhi Wu, Qianliang Huang, Kun Jin, Julius Pfrommer, Jürgen Beyerer
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning. 3DV (2024)
Josephine Rehak, Anouk Sommer, Maximilian Becker, Julius Pfrommer, Jürgen Beyerer
Counterfactual Root Cause Analysis via Anomaly Detection and Causal Graphs. INDIN (2023)
Chengzhi Wu, Xuelei Bi, Julius Pfrommer, Alexander Cebulla, Simon Mangold, Jürgen Beyerer
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly. WACV (2023)
Chengzhi Wu, Linxi Qiu, Kanran Zhou, Julius Pfrommer, Jürgen Beyerer
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning. CoRR (2023)
Chengzhi Wu, Julius Pfrommer, Jürgen Beyerer, Kangning Li, Boris Neubert
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding. CoRR (2023)
Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer
Attention-based Part Assembly for 3D Volumetric Shape Modeling. CVPR Workshops (2023)
Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer
Attention-based Part Assembly for 3D Volumetric Shape Modeling. CoRR (2023)
Chengzhi Wu, Linxi Qiu, Kanran Zhou, Julius Pfrommer, Jürgen Beyerer
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-Task Learning. VISIGRAPP (4: VISAPP) (2023)
Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer
Attention-based Point Cloud Edge Sampling. CoRR (2023)
Chengzhi Wu, Xuelei Bi, Julius Pfrommer, Alexander Cebulla, Simon Mangold, Jürgen Beyerer
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly. CoRR (2023)
Julius Pfrommer, Matthieu Poyer, Saksham Kiroriwal
Reduce the Handicap: Performance Estimation for AI Systems Safety Certification. INDIN (2023)
Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Chengzhi Wu, Kanran Zhou, Jan-Philipp Kaiser, Norbert Mitschke, Jan-Felix Klein, Julius Pfrommer, Jürgen Beyerer, Gisela Lanza, Michael Heizmann, Kai Furmans
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors. CoRR (2023)
Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer
Attention-Based Point Cloud Edge Sampling. CVPR (2023)
Chengzhi Wu, Julius Pfrommer, Mingyuan Zhou, Jürgen Beyerer
Generative-Contrastive Learning for Self-Supervised Latent Representations of 3D Shapes from Multi-Modal Euclidean Input. CoRR (2023)
Gisela Lanza, Tamim Asfour, Jürgen Beyerer, Barbara Deml, Jürgen Fleischer, Michael Heizmann, Kai Furmans, Constantin Hofmann, Alexander Cebulla, Christian R. G. Dreher, Jan-Philipp Kaiser, Jan-Felix Klein, Fabian Leven, Simon Mangold, Norbert Mitschke, Nicole Stricker, Julius Pfrommer, Chengzhi Wu, Marco Wurster, Manuel Zaremski
Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage. Autom. 70 (6) (2022)
Jürgen Beyerer, Julius Pfrommer, Thomas Usländer
AI Systems Engineering - systematic development and operation of AI-based systems. Autom. 70 (9) (2022)
Julius Pfrommer, Thomas Usländer, Jürgen Beyerer
KI-Engineering - AI Systems Engineering. Autom. 70 (9) (2022)
Julius Pfrommer, Jan-Felix Klein, Marco Wurster, Simon Rapp, Patric Grauberger, Gisela Lanza, Albert Albers, Sven Matthiesen, Jürgen Beyerer
An ontology for remanufacturing systems. Autom. 70 (6) (2022)
Bernd Zimmering, Oliver Niggemann, Constanze Hasterok, Erik Pfannstiel, Dario Ramming, Julius Pfrommer
Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods. Sensors 21 (7) (2021)
Désirée Hilbring, Julius Pfrommer
Übertragung eines Vorgehensmodells zur KI-Integration von der Industrie auf Umweltinformationssysteme. GI-Jahrestagung (2020)
Julius Pfrommer, Andreas Ebner, Siddharth Ravikumar, Bhagath Karunakaran
Open Source OPC UA PubSub Over TSN for Realtime Industrial Communication. ETFA (2018)
Arndt Lüder, Miriam Schleipen, Nicole Schmidt, Julius Pfrommer, Robert Henssen
One step towards an industry 4.0 component. CASE (2017)
Selma Azaiez, Michael Boc, Loïc Cudennec, Max Da Silva Simoes, Jens Haupert, Selma Kchir, Xenia Klinge, Wael Labidi, Karima Nahhal, Julius Pfrommer, Miriam Schleipen, Christian Schulz, Thibaud Tortech
Towards Flexibility in Future Industrial Manufacturing: A Global Framework for Self-organization of Production Cells. ANT/SEIT (2016)
Julius Pfrommer, Sten Grüner, Thomas Goldschmidt, Dirk Schulz
A common core for information modeling in the Industrial Internet of Things. Autom. 64 (9) (2016)
Julius Pfrommer, Sten Grüner, Florian Palm
Hybrid OPC UA and DDS: Combining architectural styles for the industrial internet. WFCS (2016)
Julius Pfrommer
Semantic Interoperability at Big-Data Scale with the open62541 OPC UA Implementation. InterOSS@IoT (2016)
Julius Pfrommer, Miriam Schleipen, Selma Azaiez, Michael Boc, Loïc Cudennec, Selma Kchir, Xenia Klinge
Deploying software functionality to manufacturing resources safely at runtime. ETFA (2016)
Sten Grüner, Julius Pfrommer, Florian Palm
RESTful Industrial Communication With OPC UA. IEEE Trans. Ind. Informatics 12 (5) (2016)
Florian Palm, Sten Grüner, Julius Pfrommer, Markus Graube, Leon Urbas
Open source as enabler for OPC UA in industrial automation. ETFA (2015)
Julius Pfrommer
Exploration/Exploitation in Stochastic Distributed Constraint Optimization Settings. PAAMS (Special Sessions) (2015)
Sten Grüner, Julius Pfrommer, Florian Palm
A RESTful extension of OPC UA. WFCS (2015)
Julius Pfrommer, Denis Stogl, Kiril Aleksandrov, Stefan Escaida Navarro, Björn Hein, Jürgen Beyerer
Plug & produce by modelling skills and service-oriented orchestration of reconfigurable manufacturing systems. Autom. 63 (10) (2015)
Julius Pfrommer, Joseph Warrington, Georg Schildbach, Manfred Morari
Dynamic Vehicle Redistribution and Online Price Incentives in Shared Mobility Systems. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Julius Pfrommer, Denis Stogl, Kiril Aleksandrov, Viktor Schubert, Björn Hein
Modelling and orchestration of service-based manufacturing systems via skills. ETFA (2014)
Julius Pfrommer, Joseph Warrington, Georg Schildbach, Manfred Morari
Dynamic vehicle redistribution and online price incentives in shared mobility systems CoRR (2013)
Julius Pfrommer, Miriam Schleipen, Jürgen Beyerer
PPRS: Production skills and their relation to product, process, and resource. ETFA (2013)