Neural logic vision language explainer

• Main Authors: Yang, Xiaofeng, Liu, Fayao, Lin, Guosheng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Cognition; Deep Learning
• Online Access: https://hdl.handle.net/10356/172228
• Institution: Nanyang Technological University

If we compare how humans reason and how deep models reason, humans reason in a symbolic manner with a formal language called logic, while most deep models reason in black-box. A natural question to ask is “Do the trained deep models reason similar as humans?” or “Can we explain the reasoning of...