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When 512×512 is not Enough: Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution
We extend pretrained super-resolution models to larger images by using local-aware prompts.
Brian B. Moser
,
Stanislav Frolov
,
MSc. Tobias Nauen
,
Dr. Federico Raue
,
Prof. Dr. Prof. h.c. Andreas Dengel
PDF
Code
DOI
Distill the Best, Ignore the Rest: A Study in Latent Dataset Distillation on Core-Sets
We improve dataset distillation by distilling only a representative coreset.
Brian B. Moser
,
Dr. Federico Raue
,
MSc. Tobias Nauen
,
Stanislav Frolov
,
Prof. Dr. Prof. h.c. Andreas Dengel
PDF
Code
DOI
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
,
MSc. Mengisti Berihu
,
S. Mashelkar
,
F. Möhrle
,
F.K. Burkhardt
,
J.J. Hayer
,
Prof. Dr.-Ing. Jörg 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
,
Prof. Dr.-Ing. Norbert 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
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