Development of novel deep learning methods for biomedical and facial image analysis, focusing on data efficiency, generalization, and scientific reproducibility.
CARLA explores methods of computer vision and artificial intelligence in scenarios with limited annotated data, targeting biomedical and facial image analysis applications.