Learning End-to-End Deep Learning Based Image Signal Processing Pipeline Using a Few-Shot Domain Adaptation Topics: Domain Adaptation; Few-Shot Learning; Image Enhancement and Restoration; Image Formation, Acquisition Devices and Sensors In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3 VISAPP: VISAPP, 255-263, 2024 , Rome, Italy