Class Weighted Focal Loss for Improving Class Imbalance in Semi-Supervised Object Detection Topics: Few-Shot Learning; Object Detection and Localization; Self-taught Learning In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2 VISAPP: VISAPP, 417-424, 2024 , Rome, Italy