Deep learning for video-grounded dialogue systems

• Main Author: LE, Hung
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: deep learning; neural networks; dialogue systems; video-grounded; response generation; and dialogue state tracking; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/etd_coll/388; https://ink.library.smu.edu.sg/context/etd_coll/article/1386/viewcontent/SMU_Dissertation__2_.pdf
• Institution: Singapore Management University

In recent years, we have witnessed significant progress in building systems with artificial intelligence. However, despite advancements in machine learning and deep learning, we are still far from achieving autonomous agents that can perceive multi-dimensional information from the surrounding world...