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