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Evangelos Petrongonas

2 accepted papers

2024

Common Corruptions for Evaluating and Enhancing Robustness in Air-to-Air Visual Object Detection

RA-L 2024

The main barrier to achieving fully autonomous flights lies in autonomous aircraft navigation. Managing non-cooperative traffic presents the most important challenge in this problem. The most efficient strategy for handling non-cooperative traffic is based on monocular video processing through deep

Cited by 16SourceScholar
2024

Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation

ICASSP 2024accepted

In the context of single domain generalisation, the objective is for models that have been exclusively trained on data from a single domain to demonstrate strong performance when confronted with various unfamiliar domains. In this paper, we introduce a novel model referred to as Contrastive Uncertai…

Cited by 0SourceScholar