Using pre-trained models for vision-language understanding tasks

• Main Author: CAO, Rui
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Vision-language understanding; Visual question answering; Hateful meme detection; Pre-trained models; Computer Sciences; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/etd_coll/595; https://ink.library.smu.edu.sg/context/etd_coll/article/1593/viewcontent/Rui_Thesis_PTMs_VLU.pdf
• Institution: Singapore Management University

In recent years, remarkable progress has been made in Artificial Intelligence (AI), with an increasing focus on integrating AI systems into people’s daily lives. In the context of our diverse world, research attention has shifted towards applying AI to multimodal understanding tasks. This thesis spe...