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