Learning to compose and reason with language tree structures for visual grounding

• Main Authors: Hong, Richang, Liu, Daqing, Mo, Xiaoyu, He, Xiangnan, Zhang, Hanwang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering; Fine-Grained Detection; Tree Structure
• Online Access: https://hdl.handle.net/10356/162632
• Institution: Nanyang Technological University

Grounding natural language in images, such as localizing "the black dog on the left of the tree", is one of the core problems in artificial intelligence, as it needs to comprehend the fine-grained language compositions. However, existing solutions merely rely on the association between the...