Current Research Areas
-
Machine Learning and Pattern Recognition
- Probabilistic learning and inference
- Kernel methods
- Deep Learning, esp. Multimodal Deep Networks
-
Computer Vision and Multimedia Computing
- Visual Scene Understanding
- Video Analysis and Understanding
- Multimodal Data Analysis
-
Data Mining and Analytics - Knowledge Representation and Aggregation
- Discovery of trustworthy knowledge
- Multi-source knowledge aggregation
- Heterogeneous network analysis