1 citations · 1 across the 6 of their papers we have counts for
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Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis
Ahmed Abdullah, Nikolas Ebert, Oliver Wasenmüller
Recent advancements in diffusion models have enabled a wide range of works exploiting their ability to generate high-volume, high-quality data for use in various downstream tasks.…
Text3DAug -- Prompted Instance Augmentation for LiDAR Perception
Laurenz Reichardt, Luca Uhr, Oliver Wasenmüller
LiDAR data of urban scenarios poses unique challenges, such as heterogeneous characteristics and inherent class imbalance. Therefore, large-scale datasets are necessary to apply de…
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets
Sven Oehri, Nikolas Ebert, Ahmed Abdullah +2
Recent studies showcase the competitive accuracy of Vision Transformers (ViTs) in relation to Convolutional Neural Networks (CNNs), along with their remarkable robustness. However,…