3 papers
cs.LG2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations
Ahmed Hammam, Bharathwaj Krishnaswami Sreedhar, Nura Kawa +2
Advancing Machine Learning (ML)-based perception models for autonomous systems necessitates addressing weak spots within the models, particularly in challenging Operational Design…
cs.CV2024
A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting
Felix Assion, Florens Gressner, Nitin Augustine +6
High-autonomy vehicle functions rely on machine learning (ML) algorithms to understand the environment. Despite displaying remarkable performance in fair weather scenarios, percept…
cs.DL2024
Authorized Subject Headings in the Online Automatic catalog Environment An Empirical Study on a Sample of Arabic Records
Ahmed Ammar Hussein Hammam
Subject headings are very important to machine catalogs, given the importance of thematic research. This study aims to measure the quality of a group of authorized subject headings…