Project Name
NexlS : Self-supervised and Trustworthy Learning for Next-generation Intelligent Services
Project Goal
- AI making accurate judgments in harsh environments, reducing the impact of adversarial attacks, and having higher level understanding and reasoning of complex situations (Smart & Safe City)
- Explainable AI providing intelligent interfaces for more efficient human-AI collaboration (Factory & Home)
Project Description
1. Next-generation Intelligent Services
＊Self-supervised and trustworthy learning
＊Human-machine collaboration
2. Visual Learning from Inferior Data
＊Consensus learning
＊Learning from synthesis
3. Robust & Private Self-Supervised Learning
＊Against adversarial attacks
＊Prevent data leak
4. Deep Understanding and Behaving
＊Target referral
＊Learning to behave
Milestone
