Current Research Projects
Attention Modeling
- Personalized attention modeling
- Distraction modeling
- Modeling the task dependence of attention
Image Quality Assessment
- Neural network methods for IQA
- Viewer- and task-dependent IQA
Efficient Neural Networks for Edge Devices
- Hardware-aware network compression.
- Efficient uncertainty estimation.
- Domain adaptation in compressed networks.
- Curriculum, Distillation and Ensemble methods.
AI Applications in Retail
- Domain Adaptation for Demand Prediction.
- Analyzing Shopper Behaviour in Convenience Stores.
- Augmented Reality Apps for Retail Stores.
Research Sponsors and Collaborators