AICoE Project

  • Advanced Technologies for Designing Trustable AI Services

Project Name

Advanced Technologies for Designing Trustable AI Services

Project Goal

  • Develop advanced trustworthy AI technologies for smart services, such as multimodal conversational AI service
  • Trustable technologies in every stage of AI : data collection, unbalance distribution, small data, annotation, model training, model deployment, attack/defense, incremental consistency.


Project Description

1. Reliable Conversational AI Services

*Anti-spoofing
*User verification
*Anti-attack robustness

2. Trustworthy multimedia processing 

*Multi-modal, multi-task, multi-instance
*Unified representation learning
*Few-Shot Learning
*Noisy label correction

3. Human-Centered Language Processing

*Emotion perception
*Multi-model intelligence
*Discourse-aware mining

4. Large-scale Scene Text Recognition

*Continuous learning 
*Auto data labelling
*Essential technology for robot, automobile, and traveler


Milestone