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Publications
1
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment
See publication for more information.
MSc. Tatjana Legler
,
Vinit Hegiste
,
Ahmed Anwar
,
Prof. Dr.-Ing. Martin Ruskowski
Source Document
DOI
Benchmarking Federated Learning Under Realistic Non-IID Conditions: A Structured Partitioning Approach Using ImageNet
See publication for more information.
MSc. Tatjana Legler
,
Vinit Hegiste
,
Prof. Dr.-Ing. Martin Ruskowski
Source Document
DOI
Comparative Analysis of the Detection of Dairy Cows During Drinking Events Using YOLOv5, YOLOS, YOLOv7, and YOLOv8 Models
See publication for more information.
V.S. Mukunda
,
A.B. Jagadale
,
M.B. Girmay
,
S. Mashelkar
,
F. Möhrle
,
F.K. Burkhardt
,
J.J. Hayer
,
J. Dörr
,
J. Steinhoff-Wagner
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR
See publication for more information.
Dominique Nshimyimana
,
Dr. Vitor Fortes Rey
,
Prof. Dr. rer. nat. Paul (Pawel) Lukowicz
Source Document
DOI
CPPM Copilot: Proposing an AI-Based Assistant for Manual Assembly Tasks in a Flexible Production
See publication for more information.
Jonathan Nussbaum
,
MSc. Tatjana Legler
,
Prof. Dr.-Ing. Martin Ruskowski
Source Document
DOI
eFAirWrite: Bringing energy efficient text entry to next generation smart devices
See publication for more information.
MSc. Muhammad Mohsin Ghaffar
,
Ahmad Abdullah
,
Junaid Younas
,
Dr.-Ing. Vladimir Rybalkin
,
MSc. Jonas Ney
,
Prof. Dr. rer. nat. Paul (Pawel) Lukowicz
,
Prof. Dr.-Ing. Norbert Wehn
Source Document
DOI
Efficient Deep Neural Network Training with a Novel 5.3-bit Block Floating Point Data Format
See publication for more information.
M. H. Sadi
,
C. Sudarshan
,
S. Nassif
,
N. Wehn
Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition
See publication for more information.
Francisco M. Calatrava-Nicolás
,
Shoko Miyauchi
,
Dr. Vitor Fortes Rey
,
Prof. Dr. rer. nat. Paul (Pawel) Lukowicz
,
Todor Stoyanov
,
Oscar Martinez Mozos
Source Document
DOI
Ethische Implikationen von Embedded AI: zur Ambiguität von care and control
See publication for more information.
Dr. Nicole Thiemer
Source Document
DOI
Explainable AI: Leaf-based medicinal plant classification using knowledge distillation
See publication for more information.
MB. Girmay
,
S. Obeng
,
F. Möhrle
»
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