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Human-AI Co-Creative Platform for Controllable and Subject-driven Content Generation (ART/400CP)

Project Title:
Human-AI Co-Creative Platform for Controllable and Subject-driven Content Generation (ART/400CP)
Project Reference:
ART/400CP
Project Type:
Platform
Project Period:
01 / 04 / 2025 - 30 / 09 / 2026
Funds Approved (HK$’000):
10,550.100
Project Coordinator:
Dr Qijun ZHU
Deputy Project Coordinator:
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Deliverable:
Research Group:
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Sponsor:

OCBC Bank (Hong Kong) Limited (Contract Research)
GienTech Technology (Hong Kong) Limited (Contract Research)
AsiaPac Net Media Limited

Description:

The year 2024 witnessed the breakthrough of AI Generated Content (AIGC) technologies and the outbreak of the AI content generation requirement. However, the current AIGC models are designed for general purpose and are hard to cater to business that requires special domain knowledge and user-specified topics/subjects. Thus, for business AIGC, there is a strong demand for a platform with controllable and subject-driven content generation power to serve business users. In this project, we are proposing an interactive human-AI co-creative system for business AIGC. Specifically, we will focus on three types of content: 1. End-to-end controllable text generation with high data fidelity regarding a subject; 2. Subject-driven image generation with personalized text-to-image diffusion model; 3. Controllable video generation conditioned on a sequence of control signals. The developed solutions are based on large AIGC models including Large Language Model (LLM), Text-to-Image Model, and Text-to-Video Model to serve various applications in various domains, such as market promotion, exam question generation, financial document writing, report generation, etc.

Co-Applicant:
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Keywords:
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