22 citations · 97 across the 19 of their papers we have counts for
4 papers · 1 filter
Unveiling the Role of Expert Guidance: A Comparative Analysis of User-centered Imitation Learning and Traditional Reinforcement Learning
Amr Gomaa, Bilal Mahdy
Integration of human feedback plays a key role in improving the learning capabilities of intelligent systems. This comparative study delves into the performance, robustness, and li…
AdaptoML-UX: An Adaptive User-centered GUI-based AutoML Toolkit for Non-AI Experts and HCI Researchers
Amr Gomaa, Michael Sargious, Antonio Krüger
The increasing integration of machine learning across various domains has underscored the necessity for accessible systems that non-experts can utilize effectively. To address this…
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment
Keyne Oei, Amr Gomaa, Anna Maria Feit +1
Robust frame-wise embeddings are essential to perform video analysis and understanding tasks. We present a self-supervised method for representation learning based on aligning temp…
Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers
Amr Gomaa, Guillermo Reyes, Michael Feld +1
The rapid advancement of the automotive industry towards automated and semi-automated vehicles has rendered traditional methods of vehicle interaction, such as touch-based and voic…