Overview
The Learning and Machine Perception (LAMP) team at the Computer Vision Center conducts fundamental research and technology transfer in the field of machine learning for semantic understanding of visual data. The group has a special focus on lifelong learning systems that can learn from new data without forgetting previously acquired knowledge. This quality is relevant for the next generation of artificial intelligence systems. Within this context, the main research lines are:
- Continual learning
- Incremental learning
- Transfer learning
- Active learning
- Domain adaptation
- Self-supervised learning
- Semi-supervised learning
