2 papers
cs.CV2026
Generative Texture Diversification of 3D Pedestrians for Robust Autonomous Driving Perception
Arka Bhowmick, Enes Ozeren, Ahmed Abdullah +1
In recent years, autonomous driving has significantly in creased the demand for high-quality data to train 2D and 3D perception models for safety-critical scenarios. Real world dat…
cs.CV2024
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.…