no code implementations • 1 May 2024 • Milad Moradi, Ke Yan, David Colwell, Rhona Asgari
Leveraging a machine learning model, our method accurately identifies UI controls from software screenshots and constructs a graph representing contextual and spatial relationships between the controls.
no code implementations • 18 Apr 2024 • Milad Moradi, Ke Yan, David Colwell, Matthias Samwald, Rhona Asgari
In this review paper, we delve into the realm of Large Language Models (LLMs), covering their foundational principles, diverse applications, and nuanced training processes.
1 code implementation • 30 Mar 2023 • Milad Moradi, Ke Yan, David Colwell, Matthias Samwald, Rhona Asgari
In this paper, we design and implement a black-box explanation method named Black-box Object Detection Explanation by Masking (BODEM) through adopting a hierarchical random masking approach for AI-based object detection systems.
no code implementations • 11 Dec 2019 • Rhona Asgari, Sebastian Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunović
In the second approach, the surrounding retinal layers (outer boundary retinal pigment epithelium (OBRPE) and Bruch's membrane (BM)) are segmented and the remaining space between these two layers is extracted as drusen.
no code implementations • 18 Jun 2019 • Rhona Asgari, José Ignacio Orlando, Sebastian Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunović
We also introduce connections between each class-specific branch and the additional decoder to increase the regularization effect of this surrogate task.