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20182026
most citedHybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack

15 citations · 41 across the 37 of their papers we have counts for

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Showing 2025 · cs.CVShow all

2 papers · 2 filters

cs.CV2025

SuperiorGAT: Graph Attention Networks for Sparse LiDAR Point Cloud Reconstruction in Autonomous Systems

Khalfalla Awedat, Mohamed Abidalrekab, Gurcan Comert +1

LiDAR-based perception in autonomous systems is constrained by fixed vertical beam resolution and further compromised by beam dropout resulting from environmental occlusions. This…

cs.CV2025

A Multi-Scale Isolation Forest Approach for Real-Time Detection and Filtering of FGSM Adversarial Attacks in Video Streams of Autonomous Vehicles

Richard Abhulimhen, Negash Begashaw, Gurcan Comert +2

Deep Neural Networks (DNNs) have demonstrated remarkable success across a wide range of tasks, particularly in fields such as image classification. However, DNNs are highly suscept…