Towards unbiased visual language reasoning and consistent segmentation

• Main Author: Huang, Jianqiang
• Other Authors: Hanwang Zhang
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/169540
• Institution: Nanyang Technological University

In recent years, we have made significant advances in standard recognition tasks such as classification, detection or segmentation. To further understand from vi- sion, more and more researchers pay attention to introduce text information for reasoning. Such as image caption, visual question answeri...