In order to faithfully reflect the research focus of the institute in recent years, we have selected twelve key projects to present in this research brochure. There are four main sources of these projects: (1) National Science Council AI projects, (2) Academia Sinica Theme projects, (3) National Science Council Quantum National Team project, and (4) Large-scale Cooperation Projects within the Institute of Information Science. Below we will introduce each of these projects, including their project titles, participating members, and project overview.
AI Projects
- 3M Maker: Multi-modal, Multi-task, Multiple Instance Learning for Trustable Multimedia Processing
- Advancing Computer Vision Core Technologies and Their Automatic Applications in Smart Manufacturing
AS Thematic Projects
Quantum Projects
IIS Collaborative Projects
- Deep Reinforcement Learning and Games
- Empathy-aware Long-term Working Memory for Multi-round Multimodal Conversations
- Mining, Search, and Recommendation for Smart Digital Marketing and Social Metaverse
- Design, Optimization, Simulation/Verification with In/Near Memory and Storage Computing
- Spoken Language Understanding and Generation for E-commerce Chatbots
- Mitigating Data Congestion by Sketching in Memory
- Compiler Optimization for Deep Learning