Enabling and optimizing multi-modal sense-making for human-AI interaction tasks

• Main Author: WEERAKOON MUDIYANSELAGE, Dulanga Kaveesha Weerakoon
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Human-AI Collaboration; Referring Expression Comprehension; Visual Grounding; Spatio-Temporal Video Grounding; Dynamic Model Optimizations; Multi-Modal Processing; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/etd_coll/602; https://ink.library.smu.edu.sg/context/etd_coll/article/1600/viewcontent/GPIS_AY2019_PhD_DulangaWeerakoon.pdf
• Institution: Singapore Management University

The rapid pace of adoption of mixed-reality in tandem with advances in NLP and computer vision have opened up unprecedented opportunities for more naturalistic interaction interfaces which underpin Human-AI collaborative applications such as spatial computing and interactive conversational agents. O...