2 papers
cs.CV2021
Fast Image-Anomaly Mitigation for Autonomous Mobile Robots
Gianmario Fumagalli, Yannick Huber, Marcin Dymczyk +2
Camera anomalies like rain or dust can severelydegrade image quality and its related tasks, such as localizationand segmentation. In this work we address this importantissue by imp…
physics.acc-ph2019
Machine Learning for Orders of Magnitude Speedup in Multi-Objective Optimization of Particle Accelerator Systems
Auralee Edelen, Nicole Neveu, Yannick Huber +3
High-fidelity physics simulations are powerful tools in the design and optimization of charged particle accelerators. However, the computational burden of these simulations often l…