DXAI explaining classification by image decomposition

Researcher:
Associate Prof. Guy Gilboa | Electrical and Computer Engineering

Categories:

Automation, Mobility and Aerospace | Security & Defense

The Technology

The increased use of AI in critical applications such as automotive, healthcare, military, increases the importance of Explainable AI (XAI) – transparency tools that provide clear insights into model decision-making. This invention allows an ultra-fast XAI based on simplified inference, which enables real-time insights and orders of magnitude speed-up compared to existing techniques. The proposed tool also provides more advanced and user-friendly insights, applicable both to images and point-cloud data.

Applications

  • Healthcare
  • Automotive
  • Insurance
  • Real-time control systems
  • Cyber security
arrow Business Development Contacts
Dr. Arkadiy Morgenshtein
Director of Business Development, ICT