TRRNet : tiered relation reasoning for compositional visual question answering

• المؤلفون الرئيسيون: Yang, Xiaofeng, Lin, Guosheng, Lv, Fengmao, Liu, Fayao
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Visual Question Answering; Visual Reasoning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144262
• المؤسسة: Nanyang Technological University

Compositional visual question answering requires reasoning over both semantic and geometry object relations. We propose a novel tiered reasoning method that dynamically selects object level candidates based on language representations and generates robust pairwise relations within the selected candi...