AICoE Project

  • NexlS : Self-supervised and Trustworthy Learning for Next-generation Intelligent Services

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