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