Current Research Projects



Attention Modeling

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  • Personalized attention modeling
  • Distraction modeling
  • Modeling the task dependence of attention


Image Quality Assessment

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  • Neural network methods for IQA
  • Viewer- and task-dependent IQA


Efficient Neural Networks for Edge Devices

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  • Hardware-aware network compression.
  • Efficient uncertainty estimation.
  • Domain adaptation in compressed networks.
  • Curriculum, Distillation and Ensemble methods.


AI Applications in Retail

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  • Domain Adaptation for Demand Prediction.
  • Analyzing Shopper Behaviour in Convenience Stores.
  • Augmented Reality Apps for Retail Stores.

Research Sponsors and Collaborators

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