2 papers
cs.LG2024
DeepKnowledge: Generalisation-Driven Deep Learning Testing
Sondess Missaoui, Simos Gerasimou, Nikolaos Matragkas
Despite their unprecedented success, DNNs are notoriously fragile to small shifts in data distribution, demanding effective testing techniques that can assess their dependability.…
cs.SE2020
Supporting Robotic Software Migration Using Static Analysis and Model-Driven Engineering
Sophie Wood, Nicholas Matragkas, Dimitris Kolovos +2
The wide use of robotic systems contributed to developing robotic software highly coupled to the hardware platform running the robotic system. Due to increased maintenance cost or…