The adversarial training technique has been shown to improve the robustness of Machine Learning and Deep Learning models to adversarial attacks in the Computer Vision field.However, the effectiveness of this approach needs to be proven in the field of Anomaly Detection on industrial environments, where adversarial training has critical limitations.
Long-term changes in dune volume at the Belgian coast are analyzed based on measured data by airborne surveys available from 1979.For most of Watches the 65 km long coastal stretch, dune volume increases linearly in time at a constant rate.Dune growth varies between 0−12.3 m3/m/year with an average dune growth of 6.2 m3/m/year, featuring larg
Speech intelligibility (SI) tests under realistic acoustic scenarios are complex tasks to perform.Optimal acoustics, in terms of reverberation and noise, are thus needed.This is particularly true in the presence of young hard-of-hearing (HoH) children equipped with cochlear implants who need speech to be highly intelligible to learn.During the COVI
Background: As compared to the flattened photon beam, removing the flattening filter (FF) from the head of a gantry decreases the average energy of the photon beam and increases the dose rate, leading to an impact on the quality of treatment plans.Objective: This study aimed to compare the quality of intensity-modulated radiation therapy (IMRT) tre